diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/events.out.tfevents.1762562752.auvsl-gpu-01.ise.illinois.edu.627156.464 b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/events.out.tfevents.1762562752.auvsl-gpu-01.ise.illinois.edu.627156.464
new file mode 100644
index 0000000000000000000000000000000000000000..a6827c5d149c6c9c0b43f67cb5a6ec557953c6b5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/events.out.tfevents.1762562752.auvsl-gpu-01.ise.illinois.edu.627156.464
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3111d5dfd8863a16f0ad82900f210e48b93ecf0e6845f58be3b98a3fe6f52a32
+size 16982
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/events.out.tfevents.1762562757.auvsl-gpu-01.ise.illinois.edu.627156.470 b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/events.out.tfevents.1762562757.auvsl-gpu-01.ise.illinois.edu.627156.470
new file mode 100644
index 0000000000000000000000000000000000000000..d8cc754d5e32efa499b02e0428a354041e7d1e69
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/events.out.tfevents.1762562757.auvsl-gpu-01.ise.illinois.edu.627156.470
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7eea801bb45c94abe6222a43afa74108477657ed73822eed35f195933941505d
+size 16982
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_0/1762562996.737694/events.out.tfevents.1762562996.auvsl-gpu-01.ise.illinois.edu.627156.481 b/UCI_N4/ldlt-resnet/runs/adult/fold_0/1762562996.737694/events.out.tfevents.1762562996.auvsl-gpu-01.ise.illinois.edu.627156.481
new file mode 100644
index 0000000000000000000000000000000000000000..61a235f1f534af30deae06b3f2bdc46480d9c4f9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_0/1762562996.737694/events.out.tfevents.1762562996.auvsl-gpu-01.ise.illinois.edu.627156.481
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:414e09a345b1f3b2577ae6458492c90666b20e3f5d591aff1f7dcee6246baa5a
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/adult/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5876096c95ade4c55c2395ec7e54cc9f6f458eb3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d2ec63511e9fb47e54b8345aabe21dd2a5b8c5131ab1869cea91b42a05ad4bc
+size 202869
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_2/events.out.tfevents.1762562804.auvsl-gpu-01.ise.illinois.edu.627158.532 b/UCI_N4/ldlt-resnet/runs/annealing/fold_2/events.out.tfevents.1762562804.auvsl-gpu-01.ise.illinois.edu.627158.532
new file mode 100644
index 0000000000000000000000000000000000000000..697241d6b3f0d38b4b96ec59eaf219e9b8bdc323
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_2/events.out.tfevents.1762562804.auvsl-gpu-01.ise.illinois.edu.627158.532
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e14f266b498204b6f0f1bee325fa102440b27c1fd9daa5aa9cfb279e4734e5d
+size 32262
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_2/events.out.tfevents.1762562819.auvsl-gpu-01.ise.illinois.edu.627158.540 b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_2/events.out.tfevents.1762562819.auvsl-gpu-01.ise.illinois.edu.627158.540
new file mode 100644
index 0000000000000000000000000000000000000000..7eb83073074b38e3866af0f932f7a61002f0f643
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_2/events.out.tfevents.1762562819.auvsl-gpu-01.ise.illinois.edu.627158.540
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ec6552b7d259e3203a577873e6308b46887d709d68a45732dd1bf2f831c9e7c
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/1762562828.190099/events.out.tfevents.1762562828.auvsl-gpu-01.ise.illinois.edu.627158.543 b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/1762562828.190099/events.out.tfevents.1762562828.auvsl-gpu-01.ise.illinois.edu.627158.543
new file mode 100644
index 0000000000000000000000000000000000000000..66e3c7fef9e554acf2797561d921a4c5baadadd8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/1762562828.190099/events.out.tfevents.1762562828.auvsl-gpu-01.ise.illinois.edu.627158.543
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b9b3fddaad1833530ee50f0ceb704a7b06514dd3be690875c3499bf02a30321
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/events.out.tfevents.1762562823.auvsl-gpu-01.ise.illinois.edu.627158.542 b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/events.out.tfevents.1762562823.auvsl-gpu-01.ise.illinois.edu.627158.542
new file mode 100644
index 0000000000000000000000000000000000000000..cec365b0f161a7d8240c827d18da2e882fa3956d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/events.out.tfevents.1762562823.auvsl-gpu-01.ise.illinois.edu.627158.542
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af85520dba3d925f2afa92d908b7dc304b72beddd4f24ea9eba5d41b910dfe53
+size 23858
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/1762562830.0350044/events.out.tfevents.1762562830.auvsl-gpu-01.ise.illinois.edu.627158.545 b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/1762562830.0350044/events.out.tfevents.1762562830.auvsl-gpu-01.ise.illinois.edu.627158.545
new file mode 100644
index 0000000000000000000000000000000000000000..1dac38a843392f4fe4a17bcc1c513ce5c902677c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/1762562830.0350044/events.out.tfevents.1762562830.auvsl-gpu-01.ise.illinois.edu.627158.545
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f70a41c13857ba5ce88a22e5335b95d7af935ddfdd8a0786936e648d53740e48
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/events.out.tfevents.1762562828.auvsl-gpu-01.ise.illinois.edu.627158.544 b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/events.out.tfevents.1762562828.auvsl-gpu-01.ise.illinois.edu.627158.544
new file mode 100644
index 0000000000000000000000000000000000000000..e39452127b510f7cf997d9c097fbc91dbbd83875
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/events.out.tfevents.1762562828.auvsl-gpu-01.ise.illinois.edu.627158.544
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cf828f51fdaba58c6804acbe9e1a37037cf05dfbe03a6edbf25b1eda6eba0e8
+size 19656
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..eb25ebe63fe29e269f069059624e885efe50cf8a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ac1a49e93413e5f316fb38eb4711226d8b5ba54e66624bb79f72be17724f2d8
+size 3067253
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/events.out.tfevents.1762562831.auvsl-gpu-01.ise.illinois.edu.627158.548 b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/events.out.tfevents.1762562831.auvsl-gpu-01.ise.illinois.edu.627158.548
new file mode 100644
index 0000000000000000000000000000000000000000..c3b9ced20d9ed1837d4248fcd83eb38a2f8e4a7f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/events.out.tfevents.1762562831.auvsl-gpu-01.ise.illinois.edu.627158.548
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4233ff0a37d1185117ab932e8a45bb6d6db9b9dd47c7c3004a65729fcf2eb92
+size 16600
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..665ebe04bb5afc78ba8631c1e2f08c340e94102d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73f55637d01ef507df8e991de91f6c012dd06211ce26bc41d67e5a7288587b10
+size 3067253
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_3/events.out.tfevents.1762562833.auvsl-gpu-01.ise.illinois.edu.627158.550 b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_3/events.out.tfevents.1762562833.auvsl-gpu-01.ise.illinois.edu.627158.550
new file mode 100644
index 0000000000000000000000000000000000000000..45fc007ff731960524c02dc349d521690219e772
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_3/events.out.tfevents.1762562833.auvsl-gpu-01.ise.illinois.edu.627158.550
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ecf44206823e595c716cd75b34ef4e0cba83ab782340dae7618aeee372c2a44
+size 31498
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..276c602077100eb523038af483ef0d6bf5eedc6c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e02f0b7126ad7f0707d6f512200ea7b1e03d2b249cca364b38afc4e72050ba9c
+size 59509
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2ccc78a7a68a1019f8bcde63a9fbbcfe71330f20
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd0cbfd9df61404793209905d6462e719760ba67b60747ec4d6ee0534bd2532a
+size 59509
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_2/events.out.tfevents.1762562843.auvsl-gpu-01.ise.illinois.edu.627158.556 b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_2/events.out.tfevents.1762562843.auvsl-gpu-01.ise.illinois.edu.627158.556
new file mode 100644
index 0000000000000000000000000000000000000000..fcbfae39ebd5c7de6f9de5fe30a7ec1f467e9b5f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_2/events.out.tfevents.1762562843.auvsl-gpu-01.ise.illinois.edu.627158.556
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc570d831363589c2f82d3c28ca9d9cab662c4749b4ef93f38f37b2af796107f
+size 15071
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/1762562847.6890614/events.out.tfevents.1762562847.auvsl-gpu-01.ise.illinois.edu.627158.559 b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/1762562847.6890614/events.out.tfevents.1762562847.auvsl-gpu-01.ise.illinois.edu.627158.559
new file mode 100644
index 0000000000000000000000000000000000000000..3a81dd221e3eae597cfa0d5c7beed70bffd0143c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/1762562847.6890614/events.out.tfevents.1762562847.auvsl-gpu-01.ise.illinois.edu.627158.559
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65e6e4c5134be30e39aa43c045d950720b36ce28c4fe1f0479fc774787f8ec64
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0759a0bb5a683c8803bd635f52052d6ca63c00f7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:128c1d74f8b5250e5098c59adb4c33ba36500cbf5e45615144e7691abae6efde
+size 59509
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/events.out.tfevents.1762562845.auvsl-gpu-01.ise.illinois.edu.627158.558 b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/events.out.tfevents.1762562845.auvsl-gpu-01.ise.illinois.edu.627158.558
new file mode 100644
index 0000000000000000000000000000000000000000..34fbc3b74f772c9c22de5739ea4acd169e78bdf2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/events.out.tfevents.1762562845.auvsl-gpu-01.ise.illinois.edu.627158.558
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd8fdf720dcc75e44d62c17f346cd8f563459de582d7d6fa7aff7d5daa924ca6
+size 19656
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_0/1762562848.385201/events.out.tfevents.1762562848.auvsl-gpu-01.ise.illinois.edu.627158.561 b/UCI_N4/ldlt-resnet/runs/balloons/fold_0/1762562848.385201/events.out.tfevents.1762562848.auvsl-gpu-01.ise.illinois.edu.627158.561
new file mode 100644
index 0000000000000000000000000000000000000000..2566dd28a7fc9d1325bd4426a60bb18df96899ca
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_0/1762562848.385201/events.out.tfevents.1762562848.auvsl-gpu-01.ise.illinois.edu.627158.561
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:914e4287c905de056125d50b43bb414c68dd8d92c45c5a0189616605cf56e804
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/balloons/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a66c8a9acb86f2ded3b290553331b5bb63d3b942
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c85038e7b640149f2fd3a13b0c1a02d6422b2d37e411554e7f8f772e22a886b
+size 59381
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_1/events.out.tfevents.1762562848.auvsl-gpu-01.ise.illinois.edu.627158.562 b/UCI_N4/ldlt-resnet/runs/balloons/fold_1/events.out.tfevents.1762562848.auvsl-gpu-01.ise.illinois.edu.627158.562
new file mode 100644
index 0000000000000000000000000000000000000000..45da3a4ab412f3a8cd2c670cd90c012e9eecbcd9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_1/events.out.tfevents.1762562848.auvsl-gpu-01.ise.illinois.edu.627158.562
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e1871b78cfdd269169b36f361b4bf6e32c6a3158c4c4b12f359e669ef3e81f8
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/balloons/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..94b2fa4230103a190bd9c1551b911b1445b15ed3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecbafd526eeefb9f05a9b2481b9bbc967714c39c7f9ef6232663c36e1105de8c
+size 59381
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_2/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.564 b/UCI_N4/ldlt-resnet/runs/balloons/fold_2/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.564
new file mode 100644
index 0000000000000000000000000000000000000000..a521c042eae2b06f5ee537ad3ae6ba294a4e8716
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_2/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.564
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9573a16c85e6aa4f7e280527cd363cf4bdb2cb182a4ab6b11d1a88f9cd3095b4
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/balloons/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b03226d79576851c00e8be577d34619b3c722946
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9be65fcab635decf4d81829f4f7466929fb37aab2e97c7b05542a944f2118cd
+size 59381
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/bank/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c9dab1c3a2664d7a2206e1fb922aa1172990d4f6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ccbac065a9e2fb25a8eab1f310c5a6a4a951093b15c62e364f01e32cacbd60a
+size 204405
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_0/events.out.tfevents.1762562850.auvsl-gpu-01.ise.illinois.edu.627158.568 b/UCI_N4/ldlt-resnet/runs/bank/fold_0/events.out.tfevents.1762562850.auvsl-gpu-01.ise.illinois.edu.627158.568
new file mode 100644
index 0000000000000000000000000000000000000000..5c0ead675d94b71caa1d179cdc829074a47c02e3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_0/events.out.tfevents.1762562850.auvsl-gpu-01.ise.illinois.edu.627158.568
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e16f082eb5e07ec0e902180c84afd15a449a3151798299c1285a2b9be621fbb
+size 25004
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_1/1762562884.836612/events.out.tfevents.1762562884.auvsl-gpu-01.ise.illinois.edu.627158.571 b/UCI_N4/ldlt-resnet/runs/bank/fold_1/1762562884.836612/events.out.tfevents.1762562884.auvsl-gpu-01.ise.illinois.edu.627158.571
new file mode 100644
index 0000000000000000000000000000000000000000..335faa0224e12397262308bec4d22c7d6b2c31e7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_1/1762562884.836612/events.out.tfevents.1762562884.auvsl-gpu-01.ise.illinois.edu.627158.571
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3832ceb16e050620951e9b9d36384afd2220f0613b5cb48b21c466715b67422
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/bank/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..18a36bfb147bbe3d0452fa48ef73b0b343c7f200
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e09f1114b1b95d1abe7e468ef0c854c321c2acd9c4f7641ef2df9205ebff466
+size 204405
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_1/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627158.570 b/UCI_N4/ldlt-resnet/runs/bank/fold_1/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627158.570
new file mode 100644
index 0000000000000000000000000000000000000000..2e751b288d70e3086687626e71be8c0a033a9335
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_1/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627158.570
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f035b270bbe079b27784f0b5d9ec0c08715bbfd281f6b4a0ba24ea92dc3c090f
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_2/1762562900.8869214/events.out.tfevents.1762562900.auvsl-gpu-01.ise.illinois.edu.627158.573 b/UCI_N4/ldlt-resnet/runs/bank/fold_2/1762562900.8869214/events.out.tfevents.1762562900.auvsl-gpu-01.ise.illinois.edu.627158.573
new file mode 100644
index 0000000000000000000000000000000000000000..19feb61950be44f0cddeee904fa5ccd59af80b1a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_2/1762562900.8869214/events.out.tfevents.1762562900.auvsl-gpu-01.ise.illinois.edu.627158.573
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15904629d1e5922c52f8c590f0f8036d1b7d5ffe5cb4f54ac38d8de693eb179b
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/bank/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5cd0fe550bafed33a9dd339d5c539cce69f8fd43
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad1b22eacf7356dcdac1cbdc8ab97631d4de20125c616ae6a8c6c57a87f48762
+size 204405
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_2/events.out.tfevents.1762562884.auvsl-gpu-01.ise.illinois.edu.627158.572 b/UCI_N4/ldlt-resnet/runs/bank/fold_2/events.out.tfevents.1762562884.auvsl-gpu-01.ise.illinois.edu.627158.572
new file mode 100644
index 0000000000000000000000000000000000000000..7893ec0bb484e0d82c00b94a188ae3b27bc759b1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_2/events.out.tfevents.1762562884.auvsl-gpu-01.ise.illinois.edu.627158.572
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a05a5bd426b9ee1de662649557e2419f1c963f38578ae51cb3f64e404ae446d2
+size 23094
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_3/1762562913.025972/events.out.tfevents.1762562913.auvsl-gpu-01.ise.illinois.edu.627158.575 b/UCI_N4/ldlt-resnet/runs/bank/fold_3/1762562913.025972/events.out.tfevents.1762562913.auvsl-gpu-01.ise.illinois.edu.627158.575
new file mode 100644
index 0000000000000000000000000000000000000000..fe099a65b04950fb48634b7977a0d6f40af9b0cd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_3/1762562913.025972/events.out.tfevents.1762562913.auvsl-gpu-01.ise.illinois.edu.627158.575
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1dfb69b805e3d56ba885c4d9cc656575471a2eb0288de7127bf1885dc628c72f
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/bank/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6d062c28f331ab99dbf3b21036cfdea9645d17c7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fd6c89787a616e1c18e00783c0244d9766d2436a59d9ed4a56cece17f1f1581
+size 204405
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_0/1762562859.1410723/events.out.tfevents.1762562859.auvsl-gpu-01.ise.illinois.edu.627155.505 b/UCI_N4/ldlt-resnet/runs/blood/fold_0/1762562859.1410723/events.out.tfevents.1762562859.auvsl-gpu-01.ise.illinois.edu.627155.505
new file mode 100644
index 0000000000000000000000000000000000000000..bb058dd699ffada94c8269df1db884cda9ed7e02
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_0/1762562859.1410723/events.out.tfevents.1762562859.auvsl-gpu-01.ise.illinois.edu.627155.505
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dc72a9860f27e0c8aa10ea4912a1db609bea5fc93dc63f03b898432bd7dbedd
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/blood/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..38137185f162a78ce8577b2c45a0810b2f8e7a6f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d48a149935865f7bd0f5a694a609e391c38000851a4b0128607ceb127e7b675d
+size 59381
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_0/events.out.tfevents.1762562855.auvsl-gpu-01.ise.illinois.edu.627155.504 b/UCI_N4/ldlt-resnet/runs/blood/fold_0/events.out.tfevents.1762562855.auvsl-gpu-01.ise.illinois.edu.627155.504
new file mode 100644
index 0000000000000000000000000000000000000000..16e3a39112c3b9c71c045e8185c570c2d4b99bdc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_0/events.out.tfevents.1762562855.auvsl-gpu-01.ise.illinois.edu.627155.504
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af3580365897508f967e0d0dd11506f88a0b401169a3dd02896ab19602312e9b
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_1/1762562860.8014095/events.out.tfevents.1762562860.auvsl-gpu-01.ise.illinois.edu.627155.507 b/UCI_N4/ldlt-resnet/runs/blood/fold_1/1762562860.8014095/events.out.tfevents.1762562860.auvsl-gpu-01.ise.illinois.edu.627155.507
new file mode 100644
index 0000000000000000000000000000000000000000..d1d8805ac2536142dc2afdf4e6a843d9dc85c784
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_1/1762562860.8014095/events.out.tfevents.1762562860.auvsl-gpu-01.ise.illinois.edu.627155.507
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d5a984f4f5925af16e4e0d32ed74ebf2d58c5a6802d2aa36e839df628164a02
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_1/events.out.tfevents.1762562859.auvsl-gpu-01.ise.illinois.edu.627155.506 b/UCI_N4/ldlt-resnet/runs/blood/fold_1/events.out.tfevents.1762562859.auvsl-gpu-01.ise.illinois.edu.627155.506
new file mode 100644
index 0000000000000000000000000000000000000000..989650c690722cc8e8104316f02a24cd97858050
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_1/events.out.tfevents.1762562859.auvsl-gpu-01.ise.illinois.edu.627155.506
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e5fc23fc52446f4ad01bb258807d1fac762ce37ba1682ac21c733dbcfceabdb
+size 12779
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/blood/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..10856a284e74ecd8701e3a5b367026e109c84bd0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c66334e05d3da8c04be884dd7a42d1f195fd99cd9d19c2b3484e32c4655f7adb
+size 59381
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_3/1762562866.7641275/events.out.tfevents.1762562866.auvsl-gpu-01.ise.illinois.edu.627155.511 b/UCI_N4/ldlt-resnet/runs/blood/fold_3/1762562866.7641275/events.out.tfevents.1762562866.auvsl-gpu-01.ise.illinois.edu.627155.511
new file mode 100644
index 0000000000000000000000000000000000000000..d0d42488e5808651d4256130be8c8cedc937904c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_3/1762562866.7641275/events.out.tfevents.1762562866.auvsl-gpu-01.ise.illinois.edu.627155.511
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfe8b6a441067137199662fa9065a2adeafd8ccdcfbb5589a79e6ab1fa8dbdf8
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_0/1762562883.6391716/events.out.tfevents.1762562883.auvsl-gpu-01.ise.illinois.edu.627155.529 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_0/1762562883.6391716/events.out.tfevents.1762562883.auvsl-gpu-01.ise.illinois.edu.627155.529
new file mode 100644
index 0000000000000000000000000000000000000000..11f0fc7a207128493630d70f3286439de2873382
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_0/1762562883.6391716/events.out.tfevents.1762562883.auvsl-gpu-01.ise.illinois.edu.627155.529
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eebb028a0e8bd94986b9c4a637d0a9126b3547090b0f3c10e3d3e79dfec30231
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fc3c81aeccf51b225376b6f4fac3e6e0d49da8fc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb4279121c9134c655fd7d431ae6da4b7e4153884d2ccc2863f58dd3518580a7
+size 774261
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_0/events.out.tfevents.1762562881.auvsl-gpu-01.ise.illinois.edu.627155.528 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_0/events.out.tfevents.1762562881.auvsl-gpu-01.ise.illinois.edu.627155.528
new file mode 100644
index 0000000000000000000000000000000000000000..2fe33d2e965ad879b985bd1e73a097ea7e39deff
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_0/events.out.tfevents.1762562881.auvsl-gpu-01.ise.illinois.edu.627155.528
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee126488a3b473f211dbc2eb71f2ea7481207f0e4fb0b62c04b009a65cd8ebce
+size 14689
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_1/1762562885.484696/events.out.tfevents.1762562885.auvsl-gpu-01.ise.illinois.edu.627155.531 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_1/1762562885.484696/events.out.tfevents.1762562885.auvsl-gpu-01.ise.illinois.edu.627155.531
new file mode 100644
index 0000000000000000000000000000000000000000..1c62f22bddc18938aa852a0cb5998b16a7757791
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_1/1762562885.484696/events.out.tfevents.1762562885.auvsl-gpu-01.ise.illinois.edu.627155.531
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e25cc8c79d1e8cfa09c38239405bfb5c684f95b1d3f261744e0dba8d6b9cf6ba
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..24b465edbda305f00a451ace7ecb027e26fe0926
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa2f1783837d838b18c667d3ff3ade83f6ce1116daa2a6a2a3bb25c7307d3c97
+size 774261
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_2/1762562887.2595408/events.out.tfevents.1762562887.auvsl-gpu-01.ise.illinois.edu.627155.533 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_2/1762562887.2595408/events.out.tfevents.1762562887.auvsl-gpu-01.ise.illinois.edu.627155.533
new file mode 100644
index 0000000000000000000000000000000000000000..45f21d38d880162ee936dbda8bc5b093aaae8419
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_2/1762562887.2595408/events.out.tfevents.1762562887.auvsl-gpu-01.ise.illinois.edu.627155.533
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6842f4d45f2468b021280efe40502fe6d663e3202a78dcca2ededabb28f7e903
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5575763a3c50bfc83763c34836627784be42d22c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3466fc935adae0a6b3edb62078bd0f8adf403a06c60cffe27df5409266430ed8
+size 774261
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_2/events.out.tfevents.1762562885.auvsl-gpu-01.ise.illinois.edu.627155.532 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_2/events.out.tfevents.1762562885.auvsl-gpu-01.ise.illinois.edu.627155.532
new file mode 100644
index 0000000000000000000000000000000000000000..89ed627b0ce49d631c51ff60fb4c3a0c1a9fb395
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_2/events.out.tfevents.1762562885.auvsl-gpu-01.ise.illinois.edu.627155.532
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:913baa6192deb12867ce66e6cfa13e5ec857743379196ac5b817b86aff41110b
+size 13543
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_3/1762562889.1507056/events.out.tfevents.1762562889.auvsl-gpu-01.ise.illinois.edu.627155.535 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_3/1762562889.1507056/events.out.tfevents.1762562889.auvsl-gpu-01.ise.illinois.edu.627155.535
new file mode 100644
index 0000000000000000000000000000000000000000..3ecccfde512c2fdaeceb169f1ee7d44b94be7f33
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_3/1762562889.1507056/events.out.tfevents.1762562889.auvsl-gpu-01.ise.illinois.edu.627155.535
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af8cedb5ef6b1f47120f84423d0ddeb93d1100a2a2ed7ca008bdea0e33c35430
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_0/1762562890.5249367/events.out.tfevents.1762562890.auvsl-gpu-01.ise.illinois.edu.627155.537 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_0/1762562890.5249367/events.out.tfevents.1762562890.auvsl-gpu-01.ise.illinois.edu.627155.537
new file mode 100644
index 0000000000000000000000000000000000000000..6e21aaf54c74dafee12290feb73318a23658bd9c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_0/1762562890.5249367/events.out.tfevents.1762562890.auvsl-gpu-01.ise.illinois.edu.627155.537
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8737508163bedf47763f0afd4755c735e87e1d2231a249bf846fa07e951395da
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c8121b0bfdf03a7e9a469c58ca7132ee5710af0c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3e25b9b2aa5ae56ede558271da084cb8ec8b618961f7d4ac0d60853fceb7c85
+size 778869
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_0/events.out.tfevents.1762562889.auvsl-gpu-01.ise.illinois.edu.627155.536 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_0/events.out.tfevents.1762562889.auvsl-gpu-01.ise.illinois.edu.627155.536
new file mode 100644
index 0000000000000000000000000000000000000000..08d3f213f3b81d1d2882e5b97a8c8eacbe802e2c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_0/events.out.tfevents.1762562889.auvsl-gpu-01.ise.illinois.edu.627155.536
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:361c566b97f7868867e1d7a1c4c9de39ac1f19dac1383848e4ac7d8d40cadc8e
+size 19656
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_1/1762562891.281093/events.out.tfevents.1762562891.auvsl-gpu-01.ise.illinois.edu.627155.539 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_1/1762562891.281093/events.out.tfevents.1762562891.auvsl-gpu-01.ise.illinois.edu.627155.539
new file mode 100644
index 0000000000000000000000000000000000000000..6a752b752150c02a5530b551ae2989f71296fc67
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_1/1762562891.281093/events.out.tfevents.1762562891.auvsl-gpu-01.ise.illinois.edu.627155.539
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e38397b22e34a526a75b494e3f424d7275c514c36e4174af0c3a210d06d0799
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..19992770c7cbfcbd0a443aea71776923f4b3957e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9ea41d65550d0990a8f00a50a8c242b1001887e5b698c6345c7c6c970f0590c
+size 778869
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_1/events.out.tfevents.1762562890.auvsl-gpu-01.ise.illinois.edu.627155.538 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_1/events.out.tfevents.1762562890.auvsl-gpu-01.ise.illinois.edu.627155.538
new file mode 100644
index 0000000000000000000000000000000000000000..717f9383e0a3ad40e8713caee66b828515d4af49
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_1/events.out.tfevents.1762562890.auvsl-gpu-01.ise.illinois.edu.627155.538
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e53f4644737342bbcf523d7fb4c7a5e01aa7f6ddb03bc056fd34313bd43335af
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_2/1762562893.0151978/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.541 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_2/1762562893.0151978/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.541
new file mode 100644
index 0000000000000000000000000000000000000000..fbc14cb0e894fdb696030a176e9bcc8f7d0042c8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_2/1762562893.0151978/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.541
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86a5b7401ccbc99472dd9eb8174234f579c621f523f432af79916e82953d9aa3
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f8bd1952b2847a8274e87c57ff2060069c28c4f5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9e5c967a1bfe8e7af1cd8bffdcc2859a9026056826d19fdbb28749e7a1fc36a
+size 778869
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_2/events.out.tfevents.1762562891.auvsl-gpu-01.ise.illinois.edu.627155.540 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_2/events.out.tfevents.1762562891.auvsl-gpu-01.ise.illinois.edu.627155.540
new file mode 100644
index 0000000000000000000000000000000000000000..956f7c3d8adbdb42c63641ba42591493b5d35a0b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_2/events.out.tfevents.1762562891.auvsl-gpu-01.ise.illinois.edu.627155.540
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30373a041f80ecdeabe1ee2b066cdbd1a3068f6ddc44798b856d5c6b46c0a70e
+size 26914
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_3/1762562893.9010875/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.543 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_3/1762562893.9010875/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.543
new file mode 100644
index 0000000000000000000000000000000000000000..1e518c1261929741546860cbf7b0de30e3f8c41b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_3/1762562893.9010875/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.543
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1dc6b7e972d7d0f0e404fe029dd8e488cf67a41566004a5d0bb5727d8436a75
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..645935877fc42a61b95e30fca9576c59417eee2a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c1bdaa9c771816bb0d8a8911debdcb8df879318832f814dd9e96a1da70e5873
+size 778869
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_3/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.542 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_3/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.542
new file mode 100644
index 0000000000000000000000000000000000000000..2912ff77fbd86b77781b5fbdc7cfaf4b53163e00
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-prog/fold_3/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.542
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37e3a3292428dd7246d95903e9f54f9530e9fab0e6eaaaa37e92b23e0e78798e
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0bdccc4b609745f460381d6b8013c97e4f42802b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06dd6b7061d3a7d5b79eb44aa8bfdb3a23cdcaa69a5707f3021d7d86e2e05266
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_0/events.out.tfevents.1762562873.auvsl-gpu-01.ise.illinois.edu.627155.520 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_0/events.out.tfevents.1762562873.auvsl-gpu-01.ise.illinois.edu.627155.520
new file mode 100644
index 0000000000000000000000000000000000000000..b0c154a7bc96467d22b7e425a5fa15ca2a332a70
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_0/events.out.tfevents.1762562873.auvsl-gpu-01.ise.illinois.edu.627155.520
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92aa9c840a22200fa7f5b259b064a4a7c1cd156238a9df6575bd2ccc107872e2
+size 20420
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_1/1762562878.0633852/events.out.tfevents.1762562878.auvsl-gpu-01.ise.illinois.edu.627155.523 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_1/1762562878.0633852/events.out.tfevents.1762562878.auvsl-gpu-01.ise.illinois.edu.627155.523
new file mode 100644
index 0000000000000000000000000000000000000000..38907bfe2ba18be46e12b7a75e97416fec5f459b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_1/1762562878.0633852/events.out.tfevents.1762562878.auvsl-gpu-01.ise.illinois.edu.627155.523
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7028b67764f06c11f46ada77864729b9d15cba941644d509f86fbeea897e89af
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_1/events.out.tfevents.1762562875.auvsl-gpu-01.ise.illinois.edu.627155.522 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_1/events.out.tfevents.1762562875.auvsl-gpu-01.ise.illinois.edu.627155.522
new file mode 100644
index 0000000000000000000000000000000000000000..bc2e4b3bd1434d942c583ddcf3f68fd3772741df
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_1/events.out.tfevents.1762562875.auvsl-gpu-01.ise.illinois.edu.627155.522
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f32c309b328e43a2b306f7179a6c71db31aa1d342bf574f6801a26cf5f02daa7
+size 15453
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_2/1762562879.7802334/events.out.tfevents.1762562879.auvsl-gpu-01.ise.illinois.edu.627155.525 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_2/1762562879.7802334/events.out.tfevents.1762562879.auvsl-gpu-01.ise.illinois.edu.627155.525
new file mode 100644
index 0000000000000000000000000000000000000000..8fd8af8afbb18911f6876fe32a002b14afdda589
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_2/1762562879.7802334/events.out.tfevents.1762562879.auvsl-gpu-01.ise.illinois.edu.627155.525
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eeb0e8f448814532fe7eafac6cd5a3b677a3e9a8e274aded7f222990edc537b3
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ad2041363a7b627753b53e67049d134ce7ebc953
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:082dcbf40ff60bf92e1dc9873a5196a93d86bee70c42d39bb75bd6c88fde2dd8
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_2/events.out.tfevents.1762562878.auvsl-gpu-01.ise.illinois.edu.627155.524 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_2/events.out.tfevents.1762562878.auvsl-gpu-01.ise.illinois.edu.627155.524
new file mode 100644
index 0000000000000000000000000000000000000000..e1e45312c3c33a2d5576ea295a5647a9dacd3e1f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_2/events.out.tfevents.1762562878.auvsl-gpu-01.ise.illinois.edu.627155.524
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4549b165e3b7890ec8b3573d328f107be2504207af6c931c77f7df4f9f59da6
+size 12779
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/1762562881.7827528/events.out.tfevents.1762562881.auvsl-gpu-01.ise.illinois.edu.627155.527 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/1762562881.7827528/events.out.tfevents.1762562881.auvsl-gpu-01.ise.illinois.edu.627155.527
new file mode 100644
index 0000000000000000000000000000000000000000..c70a770c8a081a726ad26341ba67f1bf0e0a2e23
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/1762562881.7827528/events.out.tfevents.1762562881.auvsl-gpu-01.ise.illinois.edu.627155.527
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a997df6fd3b5d80e37f339c689a34c1ade47c799601d2a44d478fc72673d5218
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bbd3e42a3a240479289ee593f83819c47688c2e8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f28c7aaeb53527769d51e398abe53c7274dfc1c902189d9e7516cfd0e883c551
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/events.out.tfevents.1762562879.auvsl-gpu-01.ise.illinois.edu.627155.526 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/events.out.tfevents.1762562879.auvsl-gpu-01.ise.illinois.edu.627155.526
new file mode 100644
index 0000000000000000000000000000000000000000..8d57c394a1fd7033094999d2331e79c34adfdbb4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/events.out.tfevents.1762562879.auvsl-gpu-01.ise.illinois.edu.627155.526
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f17e8d7d12f0430fd4d187442284a1c26c1c9a340c1fb8507a143f27b2ca9283
+size 14689
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_0/1762562868.542481/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627155.513 b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_0/1762562868.542481/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627155.513
new file mode 100644
index 0000000000000000000000000000000000000000..07cecf401e69062cd2a6abf7012c4656b70239c9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_0/1762562868.542481/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627155.513
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f1e036aef307e0043bddec39750456d59e50bb2db3c64b0981dc47f493f7f1a
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5790587c529c537937b7fb875e3a034ea6071d3f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2703532570b37e30942eae2128329c6700e9bb01bb82d00bc573075d3e86c4ea
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_1/1762562869.8058038/events.out.tfevents.1762562869.auvsl-gpu-01.ise.illinois.edu.627155.515 b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_1/1762562869.8058038/events.out.tfevents.1762562869.auvsl-gpu-01.ise.illinois.edu.627155.515
new file mode 100644
index 0000000000000000000000000000000000000000..4f2829410d2c229a82ff404439c6c4d7a13c732b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_1/1762562869.8058038/events.out.tfevents.1762562869.auvsl-gpu-01.ise.illinois.edu.627155.515
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc1bc07555ffac3a4c12a27d18ccf0db5728f85e954fa67836fbe922c2f518b7
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_1/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627155.514 b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_1/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627155.514
new file mode 100644
index 0000000000000000000000000000000000000000..71fcffef87a731c80ed294a0906dc44728f8ef55
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_1/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627155.514
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4cae0e0d0d59ff317effd1d9b7350ddcda23d6dac4c02166ac0c29e3134683b
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_2/1762562872.0560546/events.out.tfevents.1762562872.auvsl-gpu-01.ise.illinois.edu.627155.517 b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_2/1762562872.0560546/events.out.tfevents.1762562872.auvsl-gpu-01.ise.illinois.edu.627155.517
new file mode 100644
index 0000000000000000000000000000000000000000..f1bac2285aeedcf719c91933db2de9a931b36e63
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_2/1762562872.0560546/events.out.tfevents.1762562872.auvsl-gpu-01.ise.illinois.edu.627155.517
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e22496722aef4f235ec2bf0d99f670b661515199b4f7dd0021908201f98e358f
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_3/1762562873.201955/events.out.tfevents.1762562873.auvsl-gpu-01.ise.illinois.edu.627155.519 b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_3/1762562873.201955/events.out.tfevents.1762562873.auvsl-gpu-01.ise.illinois.edu.627155.519
new file mode 100644
index 0000000000000000000000000000000000000000..088d7cb7edb4cc3d581e276009c9ec0bd02c15fa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_3/1762562873.201955/events.out.tfevents.1762562873.auvsl-gpu-01.ise.illinois.edu.627155.519
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84b6621f1fc9cc878d6e15eb3a08b15f6f85d97fa6709e9c4eabad996515411c
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dbbc81ad79acb541ccc76763eb244a3d8c8ef064
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3b0e0e5b9f55d1750a4e5591d38428f570a2fcf4e2ae34acf0ad703eb711366
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_3/events.out.tfevents.1762562872.auvsl-gpu-01.ise.illinois.edu.627155.518 b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_3/events.out.tfevents.1762562872.auvsl-gpu-01.ise.illinois.edu.627155.518
new file mode 100644
index 0000000000000000000000000000000000000000..0d5c8fe13b2e31571c4dda63a898dd74c8441e44
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_3/events.out.tfevents.1762562872.auvsl-gpu-01.ise.illinois.edu.627155.518
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1dbd5a7f2f9497f6a93ec434a63833365f2b96bb94f49453a4f2a41882156136
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_0/1762562894.9124877/events.out.tfevents.1762562894.auvsl-gpu-01.ise.illinois.edu.627155.545 b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_0/1762562894.9124877/events.out.tfevents.1762562894.auvsl-gpu-01.ise.illinois.edu.627155.545
new file mode 100644
index 0000000000000000000000000000000000000000..22dbe649f9ba67f1224825d8cb4e1fb9dc878b7d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_0/1762562894.9124877/events.out.tfevents.1762562894.auvsl-gpu-01.ise.illinois.edu.627155.545
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18c656ecec0f1a419397389b33bd4f8c08522babc6209651188c16810e12ab44
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f416e833f0fc71d68750aa232184d53c82824be7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:087c49021e03f25512cdc0165bb89fb03a74c53e6b43cf1841633827aee24b2a
+size 61685
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_1/1762562896.1795986/events.out.tfevents.1762562896.auvsl-gpu-01.ise.illinois.edu.627155.547 b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_1/1762562896.1795986/events.out.tfevents.1762562896.auvsl-gpu-01.ise.illinois.edu.627155.547
new file mode 100644
index 0000000000000000000000000000000000000000..12f42cda09a052fb52e30d1dc726374ef217cb2f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_1/1762562896.1795986/events.out.tfevents.1762562896.auvsl-gpu-01.ise.illinois.edu.627155.547
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fc1234478aac45d38be13f6bae8cc5e7d612da7d8245fa9169c0a99d68029ec
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_1/events.out.tfevents.1762562894.auvsl-gpu-01.ise.illinois.edu.627155.546 b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_1/events.out.tfevents.1762562894.auvsl-gpu-01.ise.illinois.edu.627155.546
new file mode 100644
index 0000000000000000000000000000000000000000..bca6a7c4559d85550dba56034bd8383a20180465
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_1/events.out.tfevents.1762562894.auvsl-gpu-01.ise.illinois.edu.627155.546
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b39be58083ca1f306a1d60044fc107cbc429cd5d58c6b65904462b30a979f2be
+size 20038
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ec53cd68fd1194192b6801986f3cd0b420e144b5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b400c501686ba89301636d6b1ffc992f36c3b9b3b8f63ad4a03cc58d8c2101d
+size 61685
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_2/events.out.tfevents.1762562896.auvsl-gpu-01.ise.illinois.edu.627155.548 b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_2/events.out.tfevents.1762562896.auvsl-gpu-01.ise.illinois.edu.627155.548
new file mode 100644
index 0000000000000000000000000000000000000000..a7b766f32d82608a410d16e85aa5eed0d6ebcd56
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_2/events.out.tfevents.1762562896.auvsl-gpu-01.ise.illinois.edu.627155.548
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c043008f57b49696c0b6393c2bb3922abeb32bbf873f64929f5178e8c44326c1
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_3/1762562898.7307804/events.out.tfevents.1762562898.auvsl-gpu-01.ise.illinois.edu.627155.551 b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_3/1762562898.7307804/events.out.tfevents.1762562898.auvsl-gpu-01.ise.illinois.edu.627155.551
new file mode 100644
index 0000000000000000000000000000000000000000..770d10490a40f3341b9fdbdff9781f1cb6c2dd38
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_3/1762562898.7307804/events.out.tfevents.1762562898.auvsl-gpu-01.ise.illinois.edu.627155.551
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f26682c94a1ce3d8237a54fb55363c62b3eba0fd12ea3bc3ada7cbf253c3b5aa
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7faaa684239203c8033dd742b3a3e1a8901e83b1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b11a240a64d4d1c1a69e2ac08455bdf5c8b91b03a87a0485e6799e92a3b783fd
+size 61685
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/car/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..65176f9fd41726dd227357d66491f51a54eb5b06
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87afa32bc28e2c2b973c46005d5727cc390bc0f76932618d5eaac5a000e70276
+size 60277
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_0/events.out.tfevents.1762562898.auvsl-gpu-01.ise.illinois.edu.627155.552 b/UCI_N4/ldlt-resnet/runs/car/fold_0/events.out.tfevents.1762562898.auvsl-gpu-01.ise.illinois.edu.627155.552
new file mode 100644
index 0000000000000000000000000000000000000000..ae93452642b4d358853f502b8c658d5fa21cfb4e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_0/events.out.tfevents.1762562898.auvsl-gpu-01.ise.illinois.edu.627155.552
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:123c1e05cee01d226e35bfcb3fb78f1ff2e4584d503d6aff7c4081321bf5422b
+size 25004
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_1/1762562914.3030274/events.out.tfevents.1762562914.auvsl-gpu-01.ise.illinois.edu.627155.555 b/UCI_N4/ldlt-resnet/runs/car/fold_1/1762562914.3030274/events.out.tfevents.1762562914.auvsl-gpu-01.ise.illinois.edu.627155.555
new file mode 100644
index 0000000000000000000000000000000000000000..130d15709812779df09c3f1ddb3f41a70b3e99cb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_1/1762562914.3030274/events.out.tfevents.1762562914.auvsl-gpu-01.ise.illinois.edu.627155.555
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1be5215bdb46922834d4698935d8d1be66341d5f17cb56af1ae3a0b7089d92f5
+size 1172
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_2/1762562919.9908137/events.out.tfevents.1762562919.auvsl-gpu-01.ise.illinois.edu.627155.557 b/UCI_N4/ldlt-resnet/runs/car/fold_2/1762562919.9908137/events.out.tfevents.1762562919.auvsl-gpu-01.ise.illinois.edu.627155.557
new file mode 100644
index 0000000000000000000000000000000000000000..f406b3711e24c0a4561e2071a5860d816f6eb133
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_2/1762562919.9908137/events.out.tfevents.1762562919.auvsl-gpu-01.ise.illinois.edu.627155.557
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af4683c8eb70afb2f7fdd3b323ac2a0fa9e756b6433c18367214b3a64a2f5ca3
+size 1172
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/car/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f1b5975c68a66deffe5671bc141808e67c4f7355
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05f21452971f4cbbfb043d067c2677a8927f8a596131327605f2744f88c1052a
+size 60277
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_2/events.out.tfevents.1762562914.auvsl-gpu-01.ise.illinois.edu.627155.556 b/UCI_N4/ldlt-resnet/runs/car/fold_2/events.out.tfevents.1762562914.auvsl-gpu-01.ise.illinois.edu.627155.556
new file mode 100644
index 0000000000000000000000000000000000000000..2a4b6a578044aa37f81c21b7a2c3f91e32c7713b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_2/events.out.tfevents.1762562914.auvsl-gpu-01.ise.illinois.edu.627155.556
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17dfb0dbbe00865ed747f2e4bafe20f063583176030611e6ff15c75dfbf60b40
+size 20420
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_0/1762562924.92228/events.out.tfevents.1762562924.auvsl-gpu-01.ise.illinois.edu.627158.577 b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_0/1762562924.92228/events.out.tfevents.1762562924.auvsl-gpu-01.ise.illinois.edu.627158.577
new file mode 100644
index 0000000000000000000000000000000000000000..41f78114419ffcb761c65063dd984a5838477ceb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_0/1762562924.92228/events.out.tfevents.1762562924.auvsl-gpu-01.ise.illinois.edu.627158.577
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22f52aff8889df6abe667e524ef82aea0dc920b69a61213d32f844fb5434b4c9
+size 1194
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_0/events.out.tfevents.1762562913.auvsl-gpu-01.ise.illinois.edu.627158.576 b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_0/events.out.tfevents.1762562913.auvsl-gpu-01.ise.illinois.edu.627158.576
new file mode 100644
index 0000000000000000000000000000000000000000..9d25bb7e30de4495e16e4bc5b927f1ff1104393e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_0/events.out.tfevents.1762562913.auvsl-gpu-01.ise.illinois.edu.627158.576
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:245517d5bc01bf5c596dfb522ef23d7794a9a434607be905057415a7bdf612b5
+size 32644
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_1/1762562935.1819193/events.out.tfevents.1762562935.auvsl-gpu-01.ise.illinois.edu.627158.579 b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_1/1762562935.1819193/events.out.tfevents.1762562935.auvsl-gpu-01.ise.illinois.edu.627158.579
new file mode 100644
index 0000000000000000000000000000000000000000..552d76aff2be6ecfd6c6acbbe3db32ee87d73856
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_1/1762562935.1819193/events.out.tfevents.1762562935.auvsl-gpu-01.ise.illinois.edu.627158.579
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da11a0a76adefcd6cda52462042ee30a3a18a5ea149b638ccee734921d0065ea
+size 1194
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_1/events.out.tfevents.1762562924.auvsl-gpu-01.ise.illinois.edu.627158.578 b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_1/events.out.tfevents.1762562924.auvsl-gpu-01.ise.illinois.edu.627158.578
new file mode 100644
index 0000000000000000000000000000000000000000..f3d864b1a490380f3cbe4b9a39de405b3baa0d41
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_1/events.out.tfevents.1762562924.auvsl-gpu-01.ise.illinois.edu.627158.578
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4dffe23138d5892d730a832738f6a5af86f10eade99e2bd4e48ae61276dc9987
+size 28824
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..16bd34ef33d96fa3a4ccacde4efc03404a779c41
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c5cb3c56f41f148141770a230a4f89820aa43c54efbccb23c6a8ba2589b3681
+size 210421
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f32f97285498313bfd68d3f0080ea00895e3c947
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb87dc5b059aaaa847a7a271f116a67515e3d103de9b023427a2c6780ce0471e
+size 210421
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_1/events.out.tfevents.1762562934.auvsl-gpu-01.ise.illinois.edu.627155.562 b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_1/events.out.tfevents.1762562934.auvsl-gpu-01.ise.illinois.edu.627155.562
new file mode 100644
index 0000000000000000000000000000000000000000..345e1a3b78622df3e42b75e2205d7c0018f259cf
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_1/events.out.tfevents.1762562934.auvsl-gpu-01.ise.illinois.edu.627155.562
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e328f3ffc138a8442afa8714cca7c278a7c731d74ef0cd299e7df6b82c3fd2e6
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/1762562953.4159336/events.out.tfevents.1762562953.auvsl-gpu-01.ise.illinois.edu.627155.565 b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/1762562953.4159336/events.out.tfevents.1762562953.auvsl-gpu-01.ise.illinois.edu.627155.565
new file mode 100644
index 0000000000000000000000000000000000000000..982abaca2c59fbe5e6afd37062d1fc6a7c18b642
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/1762562953.4159336/events.out.tfevents.1762562953.auvsl-gpu-01.ise.illinois.edu.627155.565
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3248be59317d0dde70bbb7042274b69304a24e45ac388e060b0c2849317cf1a
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_0/1762563011.8872073/events.out.tfevents.1762563011.auvsl-gpu-01.ise.illinois.edu.627158.585 b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_0/1762563011.8872073/events.out.tfevents.1762563011.auvsl-gpu-01.ise.illinois.edu.627158.585
new file mode 100644
index 0000000000000000000000000000000000000000..57d49c0492d43e2805d1a3f4f5638b153dd4df15
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_0/1762563011.8872073/events.out.tfevents.1762563011.auvsl-gpu-01.ise.illinois.edu.627158.585
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de1043352da4f5186c94727262d803adb67855f918a7988b9cc803fde9310124
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_2/1762563183.414398/events.out.tfevents.1762563183.auvsl-gpu-01.ise.illinois.edu.627158.589 b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_2/1762563183.414398/events.out.tfevents.1762563183.auvsl-gpu-01.ise.illinois.edu.627158.589
new file mode 100644
index 0000000000000000000000000000000000000000..9fdf87d2c9d2fcd5cf9b073ca7ab51487fca583c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_2/1762563183.414398/events.out.tfevents.1762563183.auvsl-gpu-01.ise.illinois.edu.627158.589
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:221b50c32b39d9aea0628226d9cc814d08edd7d0128c13f7939751b0caeee10f
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/1762563264.3340616/events.out.tfevents.1762563264.auvsl-gpu-01.ise.illinois.edu.627158.591 b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/1762563264.3340616/events.out.tfevents.1762563264.auvsl-gpu-01.ise.illinois.edu.627158.591
new file mode 100644
index 0000000000000000000000000000000000000000..d839082df5cac21ee967459d01514f9f8b8f4b3e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/1762563264.3340616/events.out.tfevents.1762563264.auvsl-gpu-01.ise.illinois.edu.627158.591
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0af9bff17bb8afe16f6c66fc6f131cd2d0a643ce0f7c35692dce15d20979ff66
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b9104640540ad83de8e1dcc7241b2233cadb6267
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74c66cd132f9c7defd642d3b9a858aee99e8dcf257057980d1b0af8934384de2
+size 783605
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..53c7ee029c3e2166cb80a00f3fd95d4b36b8b0ed
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46ed37b2ecea9e52c5aa5902770f373f8fb610b8711a566967c7b34bdebf4875
+size 783605
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..073e9edcf804fce7432c13d6a089776d610eee38
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de6fb54032e7e0ed476ac119f07b7e3dc851715643225cbc0e34490056c3c303
+size 202997
diff --git a/UCI_N4/ldlt-resnet/runs/lymphography/fold_2/1762563381.3020713/events.out.tfevents.1762563381.auvsl-gpu-01.ise.illinois.edu.627157.637 b/UCI_N4/ldlt-resnet/runs/lymphography/fold_2/1762563381.3020713/events.out.tfevents.1762563381.auvsl-gpu-01.ise.illinois.edu.627157.637
new file mode 100644
index 0000000000000000000000000000000000000000..58174b2d8d0e3fc95388d7ead5643b1c8d8c78b1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/lymphography/fold_2/1762563381.3020713/events.out.tfevents.1762563381.auvsl-gpu-01.ise.illinois.edu.627157.637
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9e5c84e3f1a8569d498c389cde4e27afbad97860cd8860b8504eb52bc14afb0
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/magic/fold_3/1762563703.8523993/events.out.tfevents.1762563703.auvsl-gpu-01.ise.illinois.edu.627157.647 b/UCI_N4/ldlt-resnet/runs/magic/fold_3/1762563703.8523993/events.out.tfevents.1762563703.auvsl-gpu-01.ise.illinois.edu.627157.647
new file mode 100644
index 0000000000000000000000000000000000000000..7a0290a8203bd666afa4fa94dbf51247e2df610c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/magic/fold_3/1762563703.8523993/events.out.tfevents.1762563703.auvsl-gpu-01.ise.illinois.edu.627157.647
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:810dcaeb8dba8408b72262a1aed527ba7d9ad63551fa7ab3fd16ad88bec3a29e
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/mammographic/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/mammographic/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..273a5104c2e26da15b66eea0e0bdfeac857e8939
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/mammographic/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81b2ec1f3e20e9d10ceb292773993797ae0a354b081e65ccf9eb7ccb598f57e4
+size 59637
diff --git a/UCI_N4/ldlt-resnet/runs/mammographic/fold_0/events.out.tfevents.1762563462.auvsl-gpu-01.ise.illinois.edu.627156.488 b/UCI_N4/ldlt-resnet/runs/mammographic/fold_0/events.out.tfevents.1762563462.auvsl-gpu-01.ise.illinois.edu.627156.488
new file mode 100644
index 0000000000000000000000000000000000000000..45e22a9b175b45147e134f966e12d93b23db2e6d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/mammographic/fold_0/events.out.tfevents.1762563462.auvsl-gpu-01.ise.illinois.edu.627156.488
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:baa524bb8a253717d47691ef816e3633be7363ca16d0fca0ef1075f11c79a307
+size 22330
diff --git a/UCI_N4/ldlt-resnet/runs/mammographic/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/mammographic/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e87ccd1ef96e706cddec5d5928ff7622076b00cb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/mammographic/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:914142b1b48eca3cca09f152f556da1a28dfa6176d571a2a11b45a5e90b04c16
+size 59637
diff --git a/UCI_N4/ldlt-resnet/runs/mammographic/fold_2/1762563471.803328/events.out.tfevents.1762563471.auvsl-gpu-01.ise.illinois.edu.627156.493 b/UCI_N4/ldlt-resnet/runs/mammographic/fold_2/1762563471.803328/events.out.tfevents.1762563471.auvsl-gpu-01.ise.illinois.edu.627156.493
new file mode 100644
index 0000000000000000000000000000000000000000..003ecd8fcffd1e9bfdb1193e1213fa7fd04fac1f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/mammographic/fold_2/1762563471.803328/events.out.tfevents.1762563471.auvsl-gpu-01.ise.illinois.edu.627156.493
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ed9587a4a118832975c6be9823f86a650772f38b2e7a11c1d72902a71d58cc9
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/mammographic/fold_2/events.out.tfevents.1762563469.auvsl-gpu-01.ise.illinois.edu.627156.492 b/UCI_N4/ldlt-resnet/runs/mammographic/fold_2/events.out.tfevents.1762563469.auvsl-gpu-01.ise.illinois.edu.627156.492
new file mode 100644
index 0000000000000000000000000000000000000000..d4a551168265618fc0b25e46ac2797284757659d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/mammographic/fold_2/events.out.tfevents.1762563469.auvsl-gpu-01.ise.illinois.edu.627156.492
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4802090f3df85430dfb4011f05fa1a358e9697636916c73d2050ef4f1fef3b24
+size 15071
diff --git a/UCI_N4/ldlt-resnet/runs/mammographic/fold_3/1762563475.9247048/events.out.tfevents.1762563475.auvsl-gpu-01.ise.illinois.edu.627156.495 b/UCI_N4/ldlt-resnet/runs/mammographic/fold_3/1762563475.9247048/events.out.tfevents.1762563475.auvsl-gpu-01.ise.illinois.edu.627156.495
new file mode 100644
index 0000000000000000000000000000000000000000..16241c9b1bd63e5d20187e0f56f185deebdac045
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/mammographic/fold_3/1762563475.9247048/events.out.tfevents.1762563475.auvsl-gpu-01.ise.illinois.edu.627156.495
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1ea44d9dc1094e2e7842fb563f65211cf16b69e02f1168bd304dc0644a5f5d9
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/mammographic/fold_3/events.out.tfevents.1762563471.auvsl-gpu-01.ise.illinois.edu.627156.494 b/UCI_N4/ldlt-resnet/runs/mammographic/fold_3/events.out.tfevents.1762563471.auvsl-gpu-01.ise.illinois.edu.627156.494
new file mode 100644
index 0000000000000000000000000000000000000000..6d49947e31228a3d7e827f644ff0a1b9bf4e7454
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/mammographic/fold_3/events.out.tfevents.1762563471.auvsl-gpu-01.ise.illinois.edu.627156.494
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58c354f062c75d3d5535749611131ec93f179257dbdbc9b473f26d697b52bb55
+size 23094
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_0/1762563921.3428104/events.out.tfevents.1762563921.auvsl-gpu-01.ise.illinois.edu.627156.497 b/UCI_N4/ldlt-resnet/runs/miniboone/fold_0/1762563921.3428104/events.out.tfevents.1762563921.auvsl-gpu-01.ise.illinois.edu.627156.497
new file mode 100644
index 0000000000000000000000000000000000000000..4394c728b3b84d27de46fe1e37e15c5fb4d458f4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_0/1762563921.3428104/events.out.tfevents.1762563921.auvsl-gpu-01.ise.illinois.edu.627156.497
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbbef493953902a0ca74351e84138195fa5357979d4565ad663e0d4e3a76488d
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/miniboone/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..22396406f9d13b850d238a62263427ba2ce10c90
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35fde56f7c42742f62f3f46f99ebb31bc699290410a747d92ce28db0e1718e34
+size 3024565
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_0/events.out.tfevents.1762563476.auvsl-gpu-01.ise.illinois.edu.627156.496 b/UCI_N4/ldlt-resnet/runs/miniboone/fold_0/events.out.tfevents.1762563476.auvsl-gpu-01.ise.illinois.edu.627156.496
new file mode 100644
index 0000000000000000000000000000000000000000..76a5393e38dc2041843d4ef9aeb979586cb9b955
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_0/events.out.tfevents.1762563476.auvsl-gpu-01.ise.illinois.edu.627156.496
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c91d7d94375315d600e01dd94aab319250152a5573013f5b4035cc5235a2ba6f
+size 19274
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_1/1762564553.0180407/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627156.499 b/UCI_N4/ldlt-resnet/runs/miniboone/fold_1/1762564553.0180407/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627156.499
new file mode 100644
index 0000000000000000000000000000000000000000..1150a2c0e652f1a7a2750ca02f445e29468a79c6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_1/1762564553.0180407/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627156.499
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0c02e6218595bb72081a3781cbd7b2be388d73c4891417127ab8693bfa0133c
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/miniboone/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c0f6fa782383e15c70a7f90c743425c4ee68b7b1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57ba02357b651fc7d9f2a6382426f21e9356c6f0e4d4133d0e5b86c9b389fbd9
+size 3024565
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_1/events.out.tfevents.1762563921.auvsl-gpu-01.ise.illinois.edu.627156.498 b/UCI_N4/ldlt-resnet/runs/miniboone/fold_1/events.out.tfevents.1762563921.auvsl-gpu-01.ise.illinois.edu.627156.498
new file mode 100644
index 0000000000000000000000000000000000000000..e12f38c95bf8ee09b3465dcca331d096305226fa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_1/events.out.tfevents.1762563921.auvsl-gpu-01.ise.illinois.edu.627156.498
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c6e44bb82f369e206cf28b4494a48f3c18698c3b35e1696fff3d182eea59e98
+size 26914
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_2/1762564932.9804184/events.out.tfevents.1762564932.auvsl-gpu-01.ise.illinois.edu.627156.501 b/UCI_N4/ldlt-resnet/runs/miniboone/fold_2/1762564932.9804184/events.out.tfevents.1762564932.auvsl-gpu-01.ise.illinois.edu.627156.501
new file mode 100644
index 0000000000000000000000000000000000000000..207db36699b98824e45ba40e91cd9c25e4221d9a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_2/1762564932.9804184/events.out.tfevents.1762564932.auvsl-gpu-01.ise.illinois.edu.627156.501
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55afd4c24d825c07a2acbb63d6f28b43e0260b33b3741be8511435c11c9f264e
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/miniboone/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cbd7e97c9a69abaa4b2f0c2a2f8cc372ff0beca5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2411188196cb5bdabea7fcbe8651edfe35d5f84a41de2378a3cc169c7488bd90
+size 3024565
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_2/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627156.500 b/UCI_N4/ldlt-resnet/runs/miniboone/fold_2/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627156.500
new file mode 100644
index 0000000000000000000000000000000000000000..b476d4e1ecf27093ea3cfd28583388f67f163be8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_2/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627156.500
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07605abc68bcd4cf7a293ac5366a0bc52195215c745b3517a06b9a057588ab46
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_3/1762565252.8448284/events.out.tfevents.1762565252.auvsl-gpu-01.ise.illinois.edu.627156.503 b/UCI_N4/ldlt-resnet/runs/miniboone/fold_3/1762565252.8448284/events.out.tfevents.1762565252.auvsl-gpu-01.ise.illinois.edu.627156.503
new file mode 100644
index 0000000000000000000000000000000000000000..4eee64b9878397f2d4c4f06306095f28cd53d5fc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_3/1762565252.8448284/events.out.tfevents.1762565252.auvsl-gpu-01.ise.illinois.edu.627156.503
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e4676ca2261d557454f39865fe1574433d595662be571b13f6b7e8ba11e49cf
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/miniboone/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e66da89ec19c2bf9a097c8e58f88a75d0fc20b15
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:105e751dd1d01036d0de471f311e04532254cc118a868259d6399c69167b0fb6
+size 3024565
diff --git a/UCI_N4/ldlt-resnet/runs/miniboone/fold_3/events.out.tfevents.1762564933.auvsl-gpu-01.ise.illinois.edu.627156.502 b/UCI_N4/ldlt-resnet/runs/miniboone/fold_3/events.out.tfevents.1762564933.auvsl-gpu-01.ise.illinois.edu.627156.502
new file mode 100644
index 0000000000000000000000000000000000000000..29308769b91cd1c03b82089a3177183e3c1a1d8d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/miniboone/fold_3/events.out.tfevents.1762564933.auvsl-gpu-01.ise.illinois.edu.627156.502
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4dc725f5f5576b59cd491f73df3d05028f7e43f8a9480f75dcead96c3f834d8
+size 14689
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_0/1762563648.2381797/events.out.tfevents.1762563648.auvsl-gpu-01.ise.illinois.edu.627158.649 b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_0/1762563648.2381797/events.out.tfevents.1762563648.auvsl-gpu-01.ise.illinois.edu.627158.649
new file mode 100644
index 0000000000000000000000000000000000000000..625349744207a203227f30abdf0b6b81a177e266
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_0/1762563648.2381797/events.out.tfevents.1762563648.auvsl-gpu-01.ise.illinois.edu.627158.649
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:685412332d40e9e0c718d94cab6740aa16926976daed0491c735aece428fb679
+size 1188
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5f4c046594304da702d61a5f4d7f25eaa5ac0dc9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4654e25efad967af47643fcc5b2a54984c8c8fefc4dfe816c6aa1b0cab818fa
+size 3044917
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_0/events.out.tfevents.1762563647.auvsl-gpu-01.ise.illinois.edu.627158.648 b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_0/events.out.tfevents.1762563647.auvsl-gpu-01.ise.illinois.edu.627158.648
new file mode 100644
index 0000000000000000000000000000000000000000..0dd5314e72294a1a5ce3a7e25ec3151fbabe0791
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_0/events.out.tfevents.1762563647.auvsl-gpu-01.ise.illinois.edu.627158.648
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86fa9b8925d043d234ad85e9ebdcfff5ab3c11f80eec866e12de52eafc243ee1
+size 13543
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_1/1762563649.2216609/events.out.tfevents.1762563649.auvsl-gpu-01.ise.illinois.edu.627158.651 b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_1/1762563649.2216609/events.out.tfevents.1762563649.auvsl-gpu-01.ise.illinois.edu.627158.651
new file mode 100644
index 0000000000000000000000000000000000000000..63be68cdb1d11295ad55ceecf680622e005ac32e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_1/1762563649.2216609/events.out.tfevents.1762563649.auvsl-gpu-01.ise.illinois.edu.627158.651
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff2afcd145555f6ea74070ffe2a437ebb0ba2302c0e9578b7aea49255bddfffe
+size 1188
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f83c3904047db9cc77e9c2c07ea82df2cde2bb43
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3159f8a008279884ecf5bb82dda0c946e005eca1c1bd10952d97850ceed98abf
+size 3044917
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_1/events.out.tfevents.1762563648.auvsl-gpu-01.ise.illinois.edu.627158.650 b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_1/events.out.tfevents.1762563648.auvsl-gpu-01.ise.illinois.edu.627158.650
new file mode 100644
index 0000000000000000000000000000000000000000..b43e3a98729b4de33fe2e56b2b4a636002cd883e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_1/events.out.tfevents.1762563648.auvsl-gpu-01.ise.illinois.edu.627158.650
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3919a6ebebac5e1fe427009fa3be701dc50db66957e8875510c431b34aa185e0
+size 13543
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_2/1762563650.2225206/events.out.tfevents.1762563650.auvsl-gpu-01.ise.illinois.edu.627158.653 b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_2/1762563650.2225206/events.out.tfevents.1762563650.auvsl-gpu-01.ise.illinois.edu.627158.653
new file mode 100644
index 0000000000000000000000000000000000000000..acc9e5087a01238342c2477600c6da47b1e3367e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_2/1762563650.2225206/events.out.tfevents.1762563650.auvsl-gpu-01.ise.illinois.edu.627158.653
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57cb2f93b41814dec30c706d6cce3082bf47f721e8f1f6555dc951485b517e26
+size 1188
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bc0b865fcc25fc35de9ccb0a40683dea32ee97a7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8dc1b23eecec3360cefdd772908c0656359973f1a3887d5f02b22c8b2eb04794
+size 3044917
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_2/events.out.tfevents.1762563649.auvsl-gpu-01.ise.illinois.edu.627158.652 b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_2/events.out.tfevents.1762563649.auvsl-gpu-01.ise.illinois.edu.627158.652
new file mode 100644
index 0000000000000000000000000000000000000000..34c22176c9004e543f7a2ac238111a1de64fe55c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_2/events.out.tfevents.1762563649.auvsl-gpu-01.ise.illinois.edu.627158.652
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a77016494c80a84417f682588aea63ccbe1c28d40a8eb1c073ad2b05793d59d7
+size 13543
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_3/1762563651.2000828/events.out.tfevents.1762563651.auvsl-gpu-01.ise.illinois.edu.627158.655 b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_3/1762563651.2000828/events.out.tfevents.1762563651.auvsl-gpu-01.ise.illinois.edu.627158.655
new file mode 100644
index 0000000000000000000000000000000000000000..ac3d4f56bdfa7302a10a23af31f65e71e49e0c94
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_3/1762563651.2000828/events.out.tfevents.1762563651.auvsl-gpu-01.ise.illinois.edu.627158.655
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7af63f36062ec20da8cf9b998fc45730a11fecbbd30acb86ee22fabca91ec0ed
+size 1188
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8b86477034b53e1a1badc0775b5c9d05b5f105bb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5394c47f2e2ae6f8154b45a96cc6ab63a2c42b29f005b3eef02962bcf609a0ff
+size 3044917
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_3/events.out.tfevents.1762563650.auvsl-gpu-01.ise.illinois.edu.627158.654 b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_3/events.out.tfevents.1762563650.auvsl-gpu-01.ise.illinois.edu.627158.654
new file mode 100644
index 0000000000000000000000000000000000000000..5ef7ca508fc2577a1d9414f6fe07c581d4f3bff8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-promoter/fold_3/events.out.tfevents.1762563650.auvsl-gpu-01.ise.illinois.edu.627158.654
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:758b3f56069b1ba5a23a21319b1d4f482b672e384dec280629dbb119f448f643
+size 13161
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_0/1762563664.7536232/events.out.tfevents.1762563664.auvsl-gpu-01.ise.illinois.edu.627158.657 b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_0/1762563664.7536232/events.out.tfevents.1762563664.auvsl-gpu-01.ise.illinois.edu.627158.657
new file mode 100644
index 0000000000000000000000000000000000000000..323f4d21f4b2c482fc155b8a238e82c09685decf
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_0/1762563664.7536232/events.out.tfevents.1762563664.auvsl-gpu-01.ise.illinois.edu.627158.657
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a22e634cc170e741efd7ed59dea0e6174a8a60acb880bc78e1336e4a33ad8cf9
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a01cc32cbad030e6b0af2443a0deba62b1e0de63
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ddf50c0e45c56d86a98133ebecda217732e790b1eac6911aa678349a3800381
+size 3054901
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_0/events.out.tfevents.1762563651.auvsl-gpu-01.ise.illinois.edu.627158.656 b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_0/events.out.tfevents.1762563651.auvsl-gpu-01.ise.illinois.edu.627158.656
new file mode 100644
index 0000000000000000000000000000000000000000..96a69748f655b45313cdcb0bbcbbcb47abba27bb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_0/events.out.tfevents.1762563651.auvsl-gpu-01.ise.illinois.edu.627158.656
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b64203368b066cd1af755135bc2515d060177ef8158f0d6da306dd5af9b9ef3
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_1/1762563680.3222594/events.out.tfevents.1762563680.auvsl-gpu-01.ise.illinois.edu.627158.659 b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_1/1762563680.3222594/events.out.tfevents.1762563680.auvsl-gpu-01.ise.illinois.edu.627158.659
new file mode 100644
index 0000000000000000000000000000000000000000..5b857ded11ccefe644799907cef0e8ca1959daeb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_1/1762563680.3222594/events.out.tfevents.1762563680.auvsl-gpu-01.ise.illinois.edu.627158.659
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79ceab922707e112bfeab0eae52973eac1678e19c0f2aca792216c2e78ee45ae
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..691a73e0f3d88fcae1a7a9974f469eb4d1e62b64
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffc08316a2ae3ad9349dae945525eb01e95f2ea1350f6c87e588be42e45b7e15
+size 3054901
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_1/events.out.tfevents.1762563664.auvsl-gpu-01.ise.illinois.edu.627158.658 b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_1/events.out.tfevents.1762563664.auvsl-gpu-01.ise.illinois.edu.627158.658
new file mode 100644
index 0000000000000000000000000000000000000000..29036705c4097d2dfaf1e2e188ea59684ae10d5a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_1/events.out.tfevents.1762563664.auvsl-gpu-01.ise.illinois.edu.627158.658
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03b2512d54fbb300103276d8ebf01893b977f4ff68768a7174a33ec05a44feb7
+size 25004
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_2/1762563695.32677/events.out.tfevents.1762563695.auvsl-gpu-01.ise.illinois.edu.627158.661 b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_2/1762563695.32677/events.out.tfevents.1762563695.auvsl-gpu-01.ise.illinois.edu.627158.661
new file mode 100644
index 0000000000000000000000000000000000000000..089087dc969856da359dd83cf677cd63a3ee0767
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_2/1762563695.32677/events.out.tfevents.1762563695.auvsl-gpu-01.ise.illinois.edu.627158.661
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:327b673d713e7a5376c243e8148651690e3cbcac7880a449dec58a75b44b2d13
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a85fe309030fbb507caadbd1e905c772651313ac
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6f50022fb6fffa1183ebc6d0cb661c2e64ad40a12307cc345fad727e4229c64
+size 3054901
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_2/events.out.tfevents.1762563680.auvsl-gpu-01.ise.illinois.edu.627158.660 b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_2/events.out.tfevents.1762563680.auvsl-gpu-01.ise.illinois.edu.627158.660
new file mode 100644
index 0000000000000000000000000000000000000000..573ce6f86e3c6111fafedf64dd07770110e2f473
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_2/events.out.tfevents.1762563680.auvsl-gpu-01.ise.illinois.edu.627158.660
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c2dc44c43a3431c8ab6996d07cbeb2062d7a861031529b187d2b6dc58363bee
+size 23858
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_3/1762563712.135686/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627158.663 b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_3/1762563712.135686/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627158.663
new file mode 100644
index 0000000000000000000000000000000000000000..fb7bc573794f8f1ff2fbbdb9da0eb2d0dd4f3142
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_3/1762563712.135686/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627158.663
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5005b08a63717f9a79b16f3a762a665d96ab7e56dc0ef81570130d99e99aaaf9
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6c65d639659bb3f5ba8e9af1053eeb804388ec92
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbcb2447ab45d99e1deb8f226b1156061a707047aa1d8f8682010b69445c777e
+size 3054901
diff --git a/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_3/events.out.tfevents.1762563695.auvsl-gpu-01.ise.illinois.edu.627158.662 b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_3/events.out.tfevents.1762563695.auvsl-gpu-01.ise.illinois.edu.627158.662
new file mode 100644
index 0000000000000000000000000000000000000000..c2bc5163e6210f6c096209e6546227171aa14156
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/molec-biol-splice/fold_3/events.out.tfevents.1762563695.auvsl-gpu-01.ise.illinois.edu.627158.662
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a854095daefd883042ef93d0674a68ae9709cdd278d72dc466cfd79860b1a29
+size 28060
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_0/1762563709.1006734/events.out.tfevents.1762563709.auvsl-gpu-01.ise.illinois.edu.627157.649 b/UCI_N4/ldlt-resnet/runs/monks-1/fold_0/1762563709.1006734/events.out.tfevents.1762563709.auvsl-gpu-01.ise.illinois.edu.627157.649
new file mode 100644
index 0000000000000000000000000000000000000000..f030d0a1a61d5750bf716aa0067d6b70589f3793
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_0/1762563709.1006734/events.out.tfevents.1762563709.auvsl-gpu-01.ise.illinois.edu.627157.649
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08b15d1be6a43597417c24548901c47955661c8257509380edc7d0edf09b942a
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-1/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0c5a88ecc71685df22f71185c549e7cf2bc77120
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e7afda3d2b34ae3fa86f51caa6ea7f8b2c47e59bb0af69976778ac950e61390
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_0/events.out.tfevents.1762563703.auvsl-gpu-01.ise.illinois.edu.627157.648 b/UCI_N4/ldlt-resnet/runs/monks-1/fold_0/events.out.tfevents.1762563703.auvsl-gpu-01.ise.illinois.edu.627157.648
new file mode 100644
index 0000000000000000000000000000000000000000..ff0bac03f80d3be211c2854b0c32f0a077aec396
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_0/events.out.tfevents.1762563703.auvsl-gpu-01.ise.illinois.edu.627157.648
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8c5033f141e541792aec0bd834b4d0b54786727fe222e3daad45162b584873c
+size 19656
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_1/1762563712.596147/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627157.651 b/UCI_N4/ldlt-resnet/runs/monks-1/fold_1/1762563712.596147/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627157.651
new file mode 100644
index 0000000000000000000000000000000000000000..b5165c571e629c1595d1765e475c006606a4a34c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_1/1762563712.596147/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627157.651
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37476d2e9acbc5048daf53e5cf6fb11e591917a1095e82b861475fbd38c2a92c
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-1/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d9f647729cb702a2375f8e66f14877fe36d22687
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65c6e76a4a15e37de714b3015d1e3db1d59e2c1c041089fcc32b8e524b7b1e6d
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_1/events.out.tfevents.1762563709.auvsl-gpu-01.ise.illinois.edu.627157.650 b/UCI_N4/ldlt-resnet/runs/monks-1/fold_1/events.out.tfevents.1762563709.auvsl-gpu-01.ise.illinois.edu.627157.650
new file mode 100644
index 0000000000000000000000000000000000000000..bf39c538d70bb28da824e82acb10f7782d4619c5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_1/events.out.tfevents.1762563709.auvsl-gpu-01.ise.illinois.edu.627157.650
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:614690a3ae6e1b7ebcf9c9688f9a446a4be9368a533598eda23943f8bf9e8554
+size 13543
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_2/1762563716.194189/events.out.tfevents.1762563716.auvsl-gpu-01.ise.illinois.edu.627157.653 b/UCI_N4/ldlt-resnet/runs/monks-1/fold_2/1762563716.194189/events.out.tfevents.1762563716.auvsl-gpu-01.ise.illinois.edu.627157.653
new file mode 100644
index 0000000000000000000000000000000000000000..6b45e640e22ddb2c2a6b31b6cb8e542deb671667
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_2/1762563716.194189/events.out.tfevents.1762563716.auvsl-gpu-01.ise.illinois.edu.627157.653
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95af8b27f8481d4de5f2e21b4bff31ebb31145731da5a33cf536391dd4540a27
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-1/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..492fe1b51bd1645c71d18ff7b6de2b7943dd8b33
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e01020064d54ab5a7de50be659a2e0de34a658e1bb2e34fffc7d7502e67da844
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_2/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627157.652 b/UCI_N4/ldlt-resnet/runs/monks-1/fold_2/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627157.652
new file mode 100644
index 0000000000000000000000000000000000000000..48f430a0c1e4d7d4dc19d98c147d14d54f0f1952
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_2/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627157.652
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44a5fc91a34df78e490fccd0f456ccbbb22f478a3f136ac707b9c51c00e725da
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_3/1762563722.1482902/events.out.tfevents.1762563722.auvsl-gpu-01.ise.illinois.edu.627157.655 b/UCI_N4/ldlt-resnet/runs/monks-1/fold_3/1762563722.1482902/events.out.tfevents.1762563722.auvsl-gpu-01.ise.illinois.edu.627157.655
new file mode 100644
index 0000000000000000000000000000000000000000..ed9ed414012c69499794573fd31bca7834e04ce6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_3/1762563722.1482902/events.out.tfevents.1762563722.auvsl-gpu-01.ise.illinois.edu.627157.655
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ccd31fbe137d1c30d66024e09526226e8dc2454c8fe5ba7b34836308e4b9ff4a
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-1/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7551098884e82920ff782a87a7e2051798ccc7d1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90dc7514892a5f0f000cbcbcd3b75f28d3be3e155ec08ae737ef16cbe9676995
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-1/fold_3/events.out.tfevents.1762563716.auvsl-gpu-01.ise.illinois.edu.627157.654 b/UCI_N4/ldlt-resnet/runs/monks-1/fold_3/events.out.tfevents.1762563716.auvsl-gpu-01.ise.illinois.edu.627157.654
new file mode 100644
index 0000000000000000000000000000000000000000..a3170ae381afa79a81bec7c741a94dabad2a0f33
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-1/fold_3/events.out.tfevents.1762563716.auvsl-gpu-01.ise.illinois.edu.627157.654
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e645836e39398886229b936b57e9739c251c09bce5136c93e8316246e642bf1e
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/monks-2/fold_0/1762563715.133995/events.out.tfevents.1762563715.auvsl-gpu-01.ise.illinois.edu.627158.665 b/UCI_N4/ldlt-resnet/runs/monks-2/fold_0/1762563715.133995/events.out.tfevents.1762563715.auvsl-gpu-01.ise.illinois.edu.627158.665
new file mode 100644
index 0000000000000000000000000000000000000000..74bc5582fa08249107dfe70863b6d03fa323b27f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-2/fold_0/1762563715.133995/events.out.tfevents.1762563715.auvsl-gpu-01.ise.illinois.edu.627158.665
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19f7e18193773e26261465a40537e3daea238726d712b5f41fc46dabfb11641a
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/monks-2/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-2/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9e2ce45f693c8fd6d14004b2d1bb4d7723829e26
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-2/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b82130244ea0038c5032da925aa059e127593a754ccefbc106db8e9f5fa2f70
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-2/fold_0/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627158.664 b/UCI_N4/ldlt-resnet/runs/monks-2/fold_0/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627158.664
new file mode 100644
index 0000000000000000000000000000000000000000..93cf4066910eb043248e195a2453c8abca9fb445
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-2/fold_0/events.out.tfevents.1762563712.auvsl-gpu-01.ise.illinois.edu.627158.664
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d34ea6de1325301f588738067e3b3b6462907ab7398cc6cf068f853df0f80a1
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/monks-2/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-2/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d4ef6ff83a52b4d5b577a819ae4c1765b0b245be
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-2/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ab50983935a10811fa33d76e4a78e6849005f23f83b5bcc9c5d553c4bb31d38
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-2/fold_1/events.out.tfevents.1762563715.auvsl-gpu-01.ise.illinois.edu.627158.666 b/UCI_N4/ldlt-resnet/runs/monks-2/fold_1/events.out.tfevents.1762563715.auvsl-gpu-01.ise.illinois.edu.627158.666
new file mode 100644
index 0000000000000000000000000000000000000000..8ccff1cb4e845672d3dbbe788ade3881dd9c926d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-2/fold_1/events.out.tfevents.1762563715.auvsl-gpu-01.ise.illinois.edu.627158.666
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7364fea8812a8f6e0c16cfa6b4a3807c373342819f529a062c3feb7c26cc3b57
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/monks-2/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-2/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ab30e5ef398fb8a7682bdf61e5c553b8478dc442
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-2/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27c5d8273dfbab4da7298b330bc8777ed5cb1b6b33c759b728b4b6e23ad576e0
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-2/fold_2/events.out.tfevents.1762563721.auvsl-gpu-01.ise.illinois.edu.627158.668 b/UCI_N4/ldlt-resnet/runs/monks-2/fold_2/events.out.tfevents.1762563721.auvsl-gpu-01.ise.illinois.edu.627158.668
new file mode 100644
index 0000000000000000000000000000000000000000..13c2c30d13edc1fb47d7852050c7c83a7709aada
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-2/fold_2/events.out.tfevents.1762563721.auvsl-gpu-01.ise.illinois.edu.627158.668
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3f5c59f6cd0be0141e6de4fad8b863465b5fef1fe793d59614d35d51916c565
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/monks-2/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-2/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..96a544a9ea6607149a96b172f03e2977e2309624
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-2/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb8dc24c06fe40ca54d4e2bfecf5feb4d9728f0cbd28dcee9c99985bf39bfea4
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-2/fold_3/events.out.tfevents.1762563724.auvsl-gpu-01.ise.illinois.edu.627158.670 b/UCI_N4/ldlt-resnet/runs/monks-2/fold_3/events.out.tfevents.1762563724.auvsl-gpu-01.ise.illinois.edu.627158.670
new file mode 100644
index 0000000000000000000000000000000000000000..fb9d55ea5f96ac94db6d6eecea4cae941a8939e7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-2/fold_3/events.out.tfevents.1762563724.auvsl-gpu-01.ise.illinois.edu.627158.670
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78c0f12d831988737bb579010e6cd5bbe597786c552c3d0aebaf3444a1b95b23
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/monks-3/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-3/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8906dd1e6992d3d435fb2e2daef0a2b3bff5b907
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-3/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:873a562d9501739683e5a6db8bc74e118b2b4e27c146861718e1fdf62ae09764
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-3/fold_1/1762563728.6886513/events.out.tfevents.1762563728.auvsl-gpu-01.ise.illinois.edu.627157.659 b/UCI_N4/ldlt-resnet/runs/monks-3/fold_1/1762563728.6886513/events.out.tfevents.1762563728.auvsl-gpu-01.ise.illinois.edu.627157.659
new file mode 100644
index 0000000000000000000000000000000000000000..cb79c8b62593d13270439cf90b357bbb79e73818
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-3/fold_1/1762563728.6886513/events.out.tfevents.1762563728.auvsl-gpu-01.ise.illinois.edu.627157.659
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2443608080146e2110da1d526aa22338edeb61a47f0992e932f905013d2281d
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/monks-3/fold_1/events.out.tfevents.1762563725.auvsl-gpu-01.ise.illinois.edu.627157.658 b/UCI_N4/ldlt-resnet/runs/monks-3/fold_1/events.out.tfevents.1762563725.auvsl-gpu-01.ise.illinois.edu.627157.658
new file mode 100644
index 0000000000000000000000000000000000000000..7d84b6cd677115943524da119826c51d17ba20e3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-3/fold_1/events.out.tfevents.1762563725.auvsl-gpu-01.ise.illinois.edu.627157.658
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7dd18ab2bbdd7c4ae7b2c00163e6a2ea3c8e61e2da0b5ddf712fefa4414dcba8
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/monks-3/fold_2/1762563732.1384113/events.out.tfevents.1762563732.auvsl-gpu-01.ise.illinois.edu.627157.661 b/UCI_N4/ldlt-resnet/runs/monks-3/fold_2/1762563732.1384113/events.out.tfevents.1762563732.auvsl-gpu-01.ise.illinois.edu.627157.661
new file mode 100644
index 0000000000000000000000000000000000000000..9ae4958849d065691910baf8db732807c64f901d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-3/fold_2/1762563732.1384113/events.out.tfevents.1762563732.auvsl-gpu-01.ise.illinois.edu.627157.661
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0680ef1efd10b82ce0803c3566a6d2c6ccab1cb587a8d4151dd04dbf0b190a5b
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/monks-3/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-3/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1c3787f0294a9db95f7c53568867a150f3f617da
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-3/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb159984f204595896ee71cf717568d54df43862977297360d0483791ea10220
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-3/fold_3/1762563735.4396493/events.out.tfevents.1762563735.auvsl-gpu-01.ise.illinois.edu.627157.663 b/UCI_N4/ldlt-resnet/runs/monks-3/fold_3/1762563735.4396493/events.out.tfevents.1762563735.auvsl-gpu-01.ise.illinois.edu.627157.663
new file mode 100644
index 0000000000000000000000000000000000000000..e0fb185dcdf4edf00f13c40893e8d0602c3faa28
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-3/fold_3/1762563735.4396493/events.out.tfevents.1762563735.auvsl-gpu-01.ise.illinois.edu.627157.663
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d150d04f0bb39b2e69090e47fe8fd7353e4cf3843ed6249558b213dc5a17170b
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/monks-3/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/monks-3/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9a8907a949ff6fde6e098299e6382ca44e42fc05
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-3/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:933cef50077ae12bea40ec0e30b3c9f73d993825f5a485f1b00411ad7a17fe7f
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/monks-3/fold_3/events.out.tfevents.1762563732.auvsl-gpu-01.ise.illinois.edu.627157.662 b/UCI_N4/ldlt-resnet/runs/monks-3/fold_3/events.out.tfevents.1762563732.auvsl-gpu-01.ise.illinois.edu.627157.662
new file mode 100644
index 0000000000000000000000000000000000000000..00f1d86b0fd992f9ee0abd92edaf6bc95409b5dc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/monks-3/fold_3/events.out.tfevents.1762563732.auvsl-gpu-01.ise.illinois.edu.627157.662
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bf2f0934a6c496b62bd10f97d6771f5da5e3a2da8e2b976779293d8b9f17687
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/mushroom/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/mushroom/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b1fb98e7dd6a0d84559340da02d462f5da62e643
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/mushroom/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da137cb4dc55d5a15cf2ed71234f679e4a996c3ac247b1504bd1b718279ab268
+size 208373
diff --git a/UCI_N4/ldlt-resnet/runs/parkinsons/fold_1/1762564107.5305989/events.out.tfevents.1762564107.auvsl-gpu-01.ise.illinois.edu.627155.611 b/UCI_N4/ldlt-resnet/runs/parkinsons/fold_1/1762564107.5305989/events.out.tfevents.1762564107.auvsl-gpu-01.ise.illinois.edu.627155.611
new file mode 100644
index 0000000000000000000000000000000000000000..70a7e6f4009dbe66bf33a78514c783a8183f63e1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/parkinsons/fold_1/1762564107.5305989/events.out.tfevents.1762564107.auvsl-gpu-01.ise.illinois.edu.627155.611
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2b8070ce81154dc0574d6d3064de1ac8b7f396b65ceb656422213932a8ab9f6
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_0/1762564190.9923277/events.out.tfevents.1762564190.auvsl-gpu-01.ise.illinois.edu.627155.617 b/UCI_N4/ldlt-resnet/runs/pendigits/fold_0/1762564190.9923277/events.out.tfevents.1762564190.auvsl-gpu-01.ise.illinois.edu.627155.617
new file mode 100644
index 0000000000000000000000000000000000000000..3e72d4555775f6bdb4dd12454dd5dd3ec48d9ae5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_0/1762564190.9923277/events.out.tfevents.1762564190.auvsl-gpu-01.ise.illinois.edu.627155.617
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b241559dd23280453cb464c9b06f5786c93b73ad0c9665f8033fe7452474b9d7
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/pendigits/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..40f5b5a7bafa7a0c712c6f5eff262827388c60b7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:059065fe7540790644f6adcfec98018c7efc766f2d4de344770f421534f41237
+size 206453
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_0/events.out.tfevents.1762564110.auvsl-gpu-01.ise.illinois.edu.627155.616 b/UCI_N4/ldlt-resnet/runs/pendigits/fold_0/events.out.tfevents.1762564110.auvsl-gpu-01.ise.illinois.edu.627155.616
new file mode 100644
index 0000000000000000000000000000000000000000..453e6bd8ba8f5a6be2b223337298aa946d658721
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_0/events.out.tfevents.1762564110.auvsl-gpu-01.ise.illinois.edu.627155.616
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cf1ea1e91284cb938baad12e9f92ee3c7211a5bfee45e0bb0bab778a7fbb7c1
+size 38756
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_1/1762564289.6632035/events.out.tfevents.1762564289.auvsl-gpu-01.ise.illinois.edu.627155.619 b/UCI_N4/ldlt-resnet/runs/pendigits/fold_1/1762564289.6632035/events.out.tfevents.1762564289.auvsl-gpu-01.ise.illinois.edu.627155.619
new file mode 100644
index 0000000000000000000000000000000000000000..99a10667adaabbd36abdfa939a90f96f9215ed0e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_1/1762564289.6632035/events.out.tfevents.1762564289.auvsl-gpu-01.ise.illinois.edu.627155.619
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86172a260cd3e74ab5b630f1cc008b3a5b7ba023185db9b66e46c7e13113784a
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/pendigits/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..75879c626067dca05ffeb2af099733465d71eda8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc7dfe671e92324627ac9bfe3981ef7551fbb4c5d8ec373de3c80406e0ba0912
+size 206453
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_2/1762564357.375052/events.out.tfevents.1762564357.auvsl-gpu-01.ise.illinois.edu.627155.621 b/UCI_N4/ldlt-resnet/runs/pendigits/fold_2/1762564357.375052/events.out.tfevents.1762564357.auvsl-gpu-01.ise.illinois.edu.627155.621
new file mode 100644
index 0000000000000000000000000000000000000000..38a375760ad25cefcff30b484ef2d521d8c80b02
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_2/1762564357.375052/events.out.tfevents.1762564357.auvsl-gpu-01.ise.illinois.edu.627155.621
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1940b968f360bb51237a2a12466f762b6b512c89706a3d6a5452c7bc4ba09f35
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/pendigits/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d5a4bc4d8dbb449cfddf0891679a7e01f4cacfa7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:412e35b957ad8b87d1ece690fb110e1a29c111e3d63bfa9c3b9c0e7aace1e05d
+size 206453
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_2/events.out.tfevents.1762564289.auvsl-gpu-01.ise.illinois.edu.627155.620 b/UCI_N4/ldlt-resnet/runs/pendigits/fold_2/events.out.tfevents.1762564289.auvsl-gpu-01.ise.illinois.edu.627155.620
new file mode 100644
index 0000000000000000000000000000000000000000..908c8b4a600479d034d1718a295b64eac77a2e44
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_2/events.out.tfevents.1762564289.auvsl-gpu-01.ise.illinois.edu.627155.620
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eadbaedb4e82990cfe662c0b692d8d03fe030d2f8f92298ec94e36478672fade
+size 27678
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_3/1762564431.1474345/events.out.tfevents.1762564431.auvsl-gpu-01.ise.illinois.edu.627155.623 b/UCI_N4/ldlt-resnet/runs/pendigits/fold_3/1762564431.1474345/events.out.tfevents.1762564431.auvsl-gpu-01.ise.illinois.edu.627155.623
new file mode 100644
index 0000000000000000000000000000000000000000..e2db2a8c0a2fad19c743b93dcad6077b350a69aa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_3/1762564431.1474345/events.out.tfevents.1762564431.auvsl-gpu-01.ise.illinois.edu.627155.623
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47519cd056285ec39873b94716ff4c17b80b3c204025930bbfabf464dab31024
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/pendigits/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1c55d18eef6aa83f93acea641019565573f10409
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:100471dc4de2224b18b21b8bb4afa8f2b0a3899936e56b69b89c2adc685b446a
+size 206453
diff --git a/UCI_N4/ldlt-resnet/runs/pendigits/fold_3/events.out.tfevents.1762564357.auvsl-gpu-01.ise.illinois.edu.627155.622 b/UCI_N4/ldlt-resnet/runs/pendigits/fold_3/events.out.tfevents.1762564357.auvsl-gpu-01.ise.illinois.edu.627155.622
new file mode 100644
index 0000000000000000000000000000000000000000..4f794bd6447823b5b8a2d06a72fc3ea259346ad7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pendigits/fold_3/events.out.tfevents.1762564357.auvsl-gpu-01.ise.illinois.edu.627155.622
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9122fd4df057b65bd0fc246d19a938eba6219c74552f3460d0ed0be92ac11b3d
+size 36846
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_0/1762564132.7904828/events.out.tfevents.1762564132.auvsl-gpu-01.ise.illinois.edu.627157.721 b/UCI_N4/ldlt-resnet/runs/pima/fold_0/1762564132.7904828/events.out.tfevents.1762564132.auvsl-gpu-01.ise.illinois.edu.627157.721
new file mode 100644
index 0000000000000000000000000000000000000000..71af911af6e210985b971cca306d020b0b82390a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_0/1762564132.7904828/events.out.tfevents.1762564132.auvsl-gpu-01.ise.illinois.edu.627157.721
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7abd3a609982c4c7a49f36ce9aee753fda3e8c78972915b14ac58bc31b84bd36
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/pima/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9e6dd75b13871c2e667281185196a17b91ea9bc8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1509702349a044c009b6bc69ea89f8a2c3fae665fa8fbf128a99869bebcf5e02
+size 60789
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_0/events.out.tfevents.1762564130.auvsl-gpu-01.ise.illinois.edu.627157.720 b/UCI_N4/ldlt-resnet/runs/pima/fold_0/events.out.tfevents.1762564130.auvsl-gpu-01.ise.illinois.edu.627157.720
new file mode 100644
index 0000000000000000000000000000000000000000..f1d2b6431926121430f19b61cc7f7bc0e178eaf0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_0/events.out.tfevents.1762564130.auvsl-gpu-01.ise.illinois.edu.627157.720
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca4a7e0fd298591df96bcdeb75f282ecbf7c7ed8eff4de59f13f712774f6103d
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_1/1762564135.0269594/events.out.tfevents.1762564135.auvsl-gpu-01.ise.illinois.edu.627157.723 b/UCI_N4/ldlt-resnet/runs/pima/fold_1/1762564135.0269594/events.out.tfevents.1762564135.auvsl-gpu-01.ise.illinois.edu.627157.723
new file mode 100644
index 0000000000000000000000000000000000000000..50c73468fbf18e5d0bbe9f5f12bd007c69e5e977
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_1/1762564135.0269594/events.out.tfevents.1762564135.auvsl-gpu-01.ise.illinois.edu.627157.723
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45e4c22b1ec7a7c50b3f8c1d86e3c66157a07796c7adde8d6249de06fcf610b9
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/pima/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e4bf34d2d87445760ee3729f6866ec1ccebad6be
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3557b851fd87c7a8d4dc124f82595d6ccc38c0b7d2aebf1ac956a50f667d6860
+size 60789
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_1/events.out.tfevents.1762564132.auvsl-gpu-01.ise.illinois.edu.627157.722 b/UCI_N4/ldlt-resnet/runs/pima/fold_1/events.out.tfevents.1762564132.auvsl-gpu-01.ise.illinois.edu.627157.722
new file mode 100644
index 0000000000000000000000000000000000000000..2a934e8d4cc440bf55e08fa648e0a8d298204fd4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_1/events.out.tfevents.1762564132.auvsl-gpu-01.ise.illinois.edu.627157.722
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:358e25179f5db1577221a9ebdf20232bdbd2e30f239c96c9cba61d7a1d6ad1a6
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_2/1762564139.6095285/events.out.tfevents.1762564139.auvsl-gpu-01.ise.illinois.edu.627157.725 b/UCI_N4/ldlt-resnet/runs/pima/fold_2/1762564139.6095285/events.out.tfevents.1762564139.auvsl-gpu-01.ise.illinois.edu.627157.725
new file mode 100644
index 0000000000000000000000000000000000000000..9834f6a0326d94f887daeb745bf2ef8f2f01aabb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_2/1762564139.6095285/events.out.tfevents.1762564139.auvsl-gpu-01.ise.illinois.edu.627157.725
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb62a1318e10593b0ee415268888e87b0403bc5281cc1311a5f1f2103f5002bc
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/pima/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9f0bc71461c8f431e165b3762585f1b145076cce
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e23f7663a1f26824bdce85c77b885fe2b4d44b2c6be030c9b6efc91b78ef809e
+size 60789
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_2/events.out.tfevents.1762564135.auvsl-gpu-01.ise.illinois.edu.627157.724 b/UCI_N4/ldlt-resnet/runs/pima/fold_2/events.out.tfevents.1762564135.auvsl-gpu-01.ise.illinois.edu.627157.724
new file mode 100644
index 0000000000000000000000000000000000000000..46142abd105e36fc315f07f54cc7f0b829b67d96
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_2/events.out.tfevents.1762564135.auvsl-gpu-01.ise.illinois.edu.627157.724
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c6ef582db198e26ec179382235270ceeb2a7404211e2778a208959502028536
+size 29970
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_3/1762564142.427169/events.out.tfevents.1762564142.auvsl-gpu-01.ise.illinois.edu.627157.727 b/UCI_N4/ldlt-resnet/runs/pima/fold_3/1762564142.427169/events.out.tfevents.1762564142.auvsl-gpu-01.ise.illinois.edu.627157.727
new file mode 100644
index 0000000000000000000000000000000000000000..22de72e573ac22a810d343085d21bffc4cfeec1a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_3/1762564142.427169/events.out.tfevents.1762564142.auvsl-gpu-01.ise.illinois.edu.627157.727
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc1ee8589e242f488d2e2b74c952d862bbe9efd4888bde55a4171915e13e7700
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/pima/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..77729b092e3471e5ef0d76bff76536aeb50ea8fa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86025b9b26645c01f26dec8ef5c7c828ea1cece8ad0b5a723ab865256ff40825
+size 60789
diff --git a/UCI_N4/ldlt-resnet/runs/pima/fold_3/events.out.tfevents.1762564139.auvsl-gpu-01.ise.illinois.edu.627157.726 b/UCI_N4/ldlt-resnet/runs/pima/fold_3/events.out.tfevents.1762564139.auvsl-gpu-01.ise.illinois.edu.627157.726
new file mode 100644
index 0000000000000000000000000000000000000000..3e0d5072bad4aafc86224dfea2b2ca4e908c9d89
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pima/fold_3/events.out.tfevents.1762564139.auvsl-gpu-01.ise.illinois.edu.627157.726
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:812ca239e4f727e93689fb46045610c3f9c5050b94cbd6cc57118cbbc84e669a
+size 19274
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_0/1762564143.81207/events.out.tfevents.1762564143.auvsl-gpu-01.ise.illinois.edu.627157.729 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_0/1762564143.81207/events.out.tfevents.1762564143.auvsl-gpu-01.ise.illinois.edu.627157.729
new file mode 100644
index 0000000000000000000000000000000000000000..89fb3132df0047ba43ebb45b3eb8f005a7a57b90
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_0/1762564143.81207/events.out.tfevents.1762564143.auvsl-gpu-01.ise.illinois.edu.627157.729
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7736fc4b60afa040db147baedb1de07f8d8efc60373e20c53c64da8139c167b
+size 1195
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1171f393b47d6c1f6d41bd964b076fb1ef40dda3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cef549470d7adabc975da64c7f2179566e85229d8fbe3eb2c3936bf03bf8097f
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_0/events.out.tfevents.1762564142.auvsl-gpu-01.ise.illinois.edu.627157.728 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_0/events.out.tfevents.1762564142.auvsl-gpu-01.ise.illinois.edu.627157.728
new file mode 100644
index 0000000000000000000000000000000000000000..0fa44ba1976522690674bf0cecc42e565dada8fe
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_0/events.out.tfevents.1762564142.auvsl-gpu-01.ise.illinois.edu.627157.728
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60c48314d761758440a2a43805262bdaa2f57d98670c811e3220bf5b64cc75ee
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_1/1762564145.7692034/events.out.tfevents.1762564145.auvsl-gpu-01.ise.illinois.edu.627157.731 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_1/1762564145.7692034/events.out.tfevents.1762564145.auvsl-gpu-01.ise.illinois.edu.627157.731
new file mode 100644
index 0000000000000000000000000000000000000000..c3623fcf9cc1033d80b926a13b2c7c246bdb26a9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_1/1762564145.7692034/events.out.tfevents.1762564145.auvsl-gpu-01.ise.illinois.edu.627157.731
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3f559b9108a104bcdd7e07be8a28b69b7f6844a5c9219ec65fbe40b65358df3
+size 1195
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5959260dc53a7b6335853d00170f23ef804cb74e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef5fa14c8d703e300cc79d963a3dc253256c0cba0a1d02a7adafea82e61bd05c
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_1/events.out.tfevents.1762564143.auvsl-gpu-01.ise.illinois.edu.627157.730 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_1/events.out.tfevents.1762564143.auvsl-gpu-01.ise.illinois.edu.627157.730
new file mode 100644
index 0000000000000000000000000000000000000000..2ba8eedd8dbf160e043f7b5bc32eb0641a526d0f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_1/events.out.tfevents.1762564143.auvsl-gpu-01.ise.illinois.edu.627157.730
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee7196400329ee82a7f5a74f8ec56e178d4161891b60fc8515b5a475f77c4c94
+size 26150
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_2/1762564147.2858922/events.out.tfevents.1762564147.auvsl-gpu-01.ise.illinois.edu.627157.733 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_2/1762564147.2858922/events.out.tfevents.1762564147.auvsl-gpu-01.ise.illinois.edu.627157.733
new file mode 100644
index 0000000000000000000000000000000000000000..4e0404ebdb988748411582c1e05d5728b193da8a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_2/1762564147.2858922/events.out.tfevents.1762564147.auvsl-gpu-01.ise.illinois.edu.627157.733
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8895c1265a00842c69e0ed9428c76d77ad8746b178637a044fa61a2b549e541
+size 1195
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4987794c9e9ccb218a9ecfbb2005005a80b5d07a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87e87058282ea42207fbcfc9bfca620b72f9af439ecf91eefcc22e73d744de4b
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_2/events.out.tfevents.1762564145.auvsl-gpu-01.ise.illinois.edu.627157.732 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_2/events.out.tfevents.1762564145.auvsl-gpu-01.ise.illinois.edu.627157.732
new file mode 100644
index 0000000000000000000000000000000000000000..51ffe78808dcd73917d0b6655bb7c995d945f468
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_2/events.out.tfevents.1762564145.auvsl-gpu-01.ise.illinois.edu.627157.732
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54ddd2a84f18587ea6e9883aa179b22790c87c55ac2a54a47660f4c9a1d7271f
+size 23476
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_3/1762564148.8827875/events.out.tfevents.1762564148.auvsl-gpu-01.ise.illinois.edu.627157.735 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_3/1762564148.8827875/events.out.tfevents.1762564148.auvsl-gpu-01.ise.illinois.edu.627157.735
new file mode 100644
index 0000000000000000000000000000000000000000..8a08971bf14a2307a3042ef590395bf077b4c010
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_3/1762564148.8827875/events.out.tfevents.1762564148.auvsl-gpu-01.ise.illinois.edu.627157.735
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a24cf63b97c1dd1f3866a6fae946d75560319ccbe942d01f9c6a4d6ae021ccab
+size 1195
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..196af8bb60394e3207c09a518e4ed28798958751
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:383a205673f9d56cae361604b79b9e7cd6f70b33b6d5f3c48ce13222f56baa5d
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_3/events.out.tfevents.1762564147.auvsl-gpu-01.ise.illinois.edu.627157.734 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_3/events.out.tfevents.1762564147.auvsl-gpu-01.ise.illinois.edu.627157.734
new file mode 100644
index 0000000000000000000000000000000000000000..3c574eb27ecc6cf8a0571a0af714fc7bf2314ef1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-MATERIAL/fold_3/events.out.tfevents.1762564147.auvsl-gpu-01.ise.illinois.edu.627157.734
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:909dd8d9925923861522ac49c8a2ea6c427441c168dd9e487be4af7466a9ee2c
+size 21948
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_0/1762564149.7213924/events.out.tfevents.1762564149.auvsl-gpu-01.ise.illinois.edu.627157.737 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_0/1762564149.7213924/events.out.tfevents.1762564149.auvsl-gpu-01.ise.illinois.edu.627157.737
new file mode 100644
index 0000000000000000000000000000000000000000..e1f0aa53c284f6399a3bb50c1a7caaeefc5c3531
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_0/1762564149.7213924/events.out.tfevents.1762564149.auvsl-gpu-01.ise.illinois.edu.627157.737
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1dbdb4a5c132b23024d686113531b1ea26cf808b5ca8db2a0de6dac052d0f482
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..827a329553499f83ec8f9d204ff9ccd8d39f9221
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:763b9ad4ea14be9ca7c06f1b320bf17a4bff56714a808404e871385568b983ee
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_0/events.out.tfevents.1762564148.auvsl-gpu-01.ise.illinois.edu.627157.736 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_0/events.out.tfevents.1762564148.auvsl-gpu-01.ise.illinois.edu.627157.736
new file mode 100644
index 0000000000000000000000000000000000000000..fcdb043894e82018bfc3c2fd3bf843d388c71da1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_0/events.out.tfevents.1762564148.auvsl-gpu-01.ise.illinois.edu.627157.736
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc2ec280b2ebce0a2abd658f5bbb15ef2902acc17436a21f8623a26952ec76ee
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_1/1762564150.9359822/events.out.tfevents.1762564150.auvsl-gpu-01.ise.illinois.edu.627157.739 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_1/1762564150.9359822/events.out.tfevents.1762564150.auvsl-gpu-01.ise.illinois.edu.627157.739
new file mode 100644
index 0000000000000000000000000000000000000000..0ad83f7568d6bdd26ae8e56470470117eee48d44
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_1/1762564150.9359822/events.out.tfevents.1762564150.auvsl-gpu-01.ise.illinois.edu.627157.739
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2cc9f0b3a75ca80d73a1d0a35d5696258bd6de7b80762963c5331c73fe6a89fd
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4a25e9382bd3bb503ae644fae2d309978a83bff6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5faa76cdb102c9914a715ea289611794ed3c295abf09bf040a2d4d2dfff1e1b3
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_1/events.out.tfevents.1762564149.auvsl-gpu-01.ise.illinois.edu.627157.738 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_1/events.out.tfevents.1762564149.auvsl-gpu-01.ise.illinois.edu.627157.738
new file mode 100644
index 0000000000000000000000000000000000000000..7fe274f4dc1d2e4840726718051ba0c3ad9ec66e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_1/events.out.tfevents.1762564149.auvsl-gpu-01.ise.illinois.edu.627157.738
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87fab081562b60cfeb5b9a14e51f367cc067352ddffd11ebc9f4160180dfeabd
+size 15836
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_2/1762564152.8780658/events.out.tfevents.1762564152.auvsl-gpu-01.ise.illinois.edu.627157.741 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_2/1762564152.8780658/events.out.tfevents.1762564152.auvsl-gpu-01.ise.illinois.edu.627157.741
new file mode 100644
index 0000000000000000000000000000000000000000..d226663d89668bef84294951c8991f221ad8b151
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_2/1762564152.8780658/events.out.tfevents.1762564152.auvsl-gpu-01.ise.illinois.edu.627157.741
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4460c72060b49aaad890ec210b7149efe6d760746605fb40fec74deb9ff32ad1
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6099d8008ec9cded501ba331fd5203b346bd3be7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb020f0344645370b037d35970be6d938003a68ed64170bad423a6efaf7e88ec
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_2/events.out.tfevents.1762564150.auvsl-gpu-01.ise.illinois.edu.627157.740 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_2/events.out.tfevents.1762564150.auvsl-gpu-01.ise.illinois.edu.627157.740
new file mode 100644
index 0000000000000000000000000000000000000000..de4c65dcfdd41acb6361a7bbce3f42f1234f4566
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_2/events.out.tfevents.1762564150.auvsl-gpu-01.ise.illinois.edu.627157.740
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b8259517f486c1321d4a0f34fc40b20c5eed8cf499d6c496a650d9c3d4fdea1
+size 27296
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_3/1762564154.5926113/events.out.tfevents.1762564154.auvsl-gpu-01.ise.illinois.edu.627157.743 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_3/1762564154.5926113/events.out.tfevents.1762564154.auvsl-gpu-01.ise.illinois.edu.627157.743
new file mode 100644
index 0000000000000000000000000000000000000000..a6415a9e6442c5c57b0b364f5881d2c8941a27fa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_3/1762564154.5926113/events.out.tfevents.1762564154.auvsl-gpu-01.ise.illinois.edu.627157.743
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95692953a4f337803b3fa9f3af94ce75cecd3bdc13e52355734467b6f36fb3fd
+size 1192
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..90a880dabe7a9c830750173f4eda255f0ea90de0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b28fd798260fdd56ce41110a6e1131fa2efa6f18f44768dacbdc1bc0bdc324c6
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_3/events.out.tfevents.1762564152.auvsl-gpu-01.ise.illinois.edu.627157.742 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_3/events.out.tfevents.1762564152.auvsl-gpu-01.ise.illinois.edu.627157.742
new file mode 100644
index 0000000000000000000000000000000000000000..1128fa0dc3f5c7c96e0c441356f6caad61f544c9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-REL-L/fold_3/events.out.tfevents.1762564152.auvsl-gpu-01.ise.illinois.edu.627157.742
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3800ef5380ed6c5e30da12ab8af3787730a0fa1cc4e731998510083d2766f9c8
+size 24622
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_0/1762564155.6060483/events.out.tfevents.1762564155.auvsl-gpu-01.ise.illinois.edu.627157.745 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_0/1762564155.6060483/events.out.tfevents.1762564155.auvsl-gpu-01.ise.illinois.edu.627157.745
new file mode 100644
index 0000000000000000000000000000000000000000..a092a027213e5174f941ef96c360bae24546200d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_0/1762564155.6060483/events.out.tfevents.1762564155.auvsl-gpu-01.ise.illinois.edu.627157.745
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fd58030301a32cc1b39c0404a2f82970751465b99f180bc5d65d1ae8f237610
+size 1191
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3afddbdee3e713c3df7c73d750d6974af15693d7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c6cf4cca41b288fa6fb1d9fd48cfa8a138373ff93af704f41b7776fa17a6e50
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_0/events.out.tfevents.1762564154.auvsl-gpu-01.ise.illinois.edu.627157.744 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_0/events.out.tfevents.1762564154.auvsl-gpu-01.ise.illinois.edu.627157.744
new file mode 100644
index 0000000000000000000000000000000000000000..9a16f02a9510ec1abb19799ffbbd94ad21211899
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_0/events.out.tfevents.1762564154.auvsl-gpu-01.ise.illinois.edu.627157.744
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cd7711fa446f3aa7cb81d6497def9745abd029c86bf6f60edf3f47b96e1f65f
+size 16218
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_1/1762564156.5897317/events.out.tfevents.1762564156.auvsl-gpu-01.ise.illinois.edu.627157.747 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_1/1762564156.5897317/events.out.tfevents.1762564156.auvsl-gpu-01.ise.illinois.edu.627157.747
new file mode 100644
index 0000000000000000000000000000000000000000..e5e2a9f458d24b055fff8151f2f989010889fc7f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_1/1762564156.5897317/events.out.tfevents.1762564156.auvsl-gpu-01.ise.illinois.edu.627157.747
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87a6b05806ae0d2e3135339122d54f4a4f2949706e969690988b1fe50e23bfef
+size 1191
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1f1fe92d9eea290948e616361e3957e7aa667dc2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab1ab8e1c511e4de5f55dc5c1bb95a564997cf8693eb03d09db3ceaf10beff8f
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_1/events.out.tfevents.1762564155.auvsl-gpu-01.ise.illinois.edu.627157.746 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_1/events.out.tfevents.1762564155.auvsl-gpu-01.ise.illinois.edu.627157.746
new file mode 100644
index 0000000000000000000000000000000000000000..461b1ec82865af95d02e9f611f0f09e146ca5ce7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_1/events.out.tfevents.1762564155.auvsl-gpu-01.ise.illinois.edu.627157.746
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b400a3c6049115da784ea134f9641f16e3d056db8303d4fdc601f94460f0ceb9
+size 15836
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_2/1762564157.9203932/events.out.tfevents.1762564157.auvsl-gpu-01.ise.illinois.edu.627157.749 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_2/1762564157.9203932/events.out.tfevents.1762564157.auvsl-gpu-01.ise.illinois.edu.627157.749
new file mode 100644
index 0000000000000000000000000000000000000000..2857c3947d2c81289259e6550f85c965beb5881b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_2/1762564157.9203932/events.out.tfevents.1762564157.auvsl-gpu-01.ise.illinois.edu.627157.749
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1abfa5d7f921ca2712f1f7a61e23b3d41a33534fcf48c63ed90801f29e406b2b
+size 1191
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..13558b6c1cf755f986c36796124af4b4068c632d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:837f776a6d1566c072e7194b01c891a2ffeda270ab2c39fc442b73e8bfa3e43c
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_2/events.out.tfevents.1762564156.auvsl-gpu-01.ise.illinois.edu.627157.748 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_2/events.out.tfevents.1762564156.auvsl-gpu-01.ise.illinois.edu.627157.748
new file mode 100644
index 0000000000000000000000000000000000000000..b55370098ff9bc80e85575f954f7b9a8a9550163
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_2/events.out.tfevents.1762564156.auvsl-gpu-01.ise.illinois.edu.627157.748
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:733785f8f955f2f185a5656042a705d3d8d62ff660fd2cedc1ca2a659844c149
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_3/1762564158.8968103/events.out.tfevents.1762564158.auvsl-gpu-01.ise.illinois.edu.627157.751 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_3/1762564158.8968103/events.out.tfevents.1762564158.auvsl-gpu-01.ise.illinois.edu.627157.751
new file mode 100644
index 0000000000000000000000000000000000000000..491c6777f3ab3a89ddd1a49481cbbf69bbd77f40
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_3/1762564158.8968103/events.out.tfevents.1762564158.auvsl-gpu-01.ise.illinois.edu.627157.751
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20ca8e431db26e0722bf1294f0d07a108e6dd7e639ee4e8cdcaa28a61503177e
+size 1191
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..63f9e44ffa1cc0ed6ad7fe88c2a41e42e858176a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:309352fe829761a627d10f7150dfa3a8e03770ecb4449b454da9c40520e36f9d
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_3/events.out.tfevents.1762564157.auvsl-gpu-01.ise.illinois.edu.627157.750 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_3/events.out.tfevents.1762564157.auvsl-gpu-01.ise.illinois.edu.627157.750
new file mode 100644
index 0000000000000000000000000000000000000000..a4e23117307de4feb18187307aca23ae8940c762
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-SPAN/fold_3/events.out.tfevents.1762564157.auvsl-gpu-01.ise.illinois.edu.627157.750
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8bb8ca461fa2b579eaa55b5ec4788f49fb755644c2f55c05731b92504e9e0e8
+size 14689
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_0/1762564160.7411766/events.out.tfevents.1762564160.auvsl-gpu-01.ise.illinois.edu.627157.753 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_0/1762564160.7411766/events.out.tfevents.1762564160.auvsl-gpu-01.ise.illinois.edu.627157.753
new file mode 100644
index 0000000000000000000000000000000000000000..66cd0f1468dc2a7e8d33b8b172539e77d92db06f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_0/1762564160.7411766/events.out.tfevents.1762564160.auvsl-gpu-01.ise.illinois.edu.627157.753
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5849d953e9ff9b94612090ddbbdcdd4b43b774d1dab68fcd0b84009378326b3a
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c0a3341cea2b799b88afe51efaf803c0c31a34c7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:348f1135c3727eb568bf8cc76f14a684ed0b331b8a36c873f404c1df626218a4
+size 60405
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_0/events.out.tfevents.1762564158.auvsl-gpu-01.ise.illinois.edu.627157.752 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_0/events.out.tfevents.1762564158.auvsl-gpu-01.ise.illinois.edu.627157.752
new file mode 100644
index 0000000000000000000000000000000000000000..48630032769e4d776fa5ba28a3b4c32b5a4c5f53
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_0/events.out.tfevents.1762564158.auvsl-gpu-01.ise.illinois.edu.627157.752
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5781f834c43c873ab670d385f4ba4055d20d66e6e726c48b5ebebca6216ae5b2
+size 29206
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_1/1762564161.5256028/events.out.tfevents.1762564161.auvsl-gpu-01.ise.illinois.edu.627157.755 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_1/1762564161.5256028/events.out.tfevents.1762564161.auvsl-gpu-01.ise.illinois.edu.627157.755
new file mode 100644
index 0000000000000000000000000000000000000000..d73c8c0cd799570584d47f68b1f46e09e99e9bb2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_1/1762564161.5256028/events.out.tfevents.1762564161.auvsl-gpu-01.ise.illinois.edu.627157.755
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de55b4bc0038496156f77b07e2a3a2e73a136855b4ab2c613cf96b049822ccec
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..467561f8b41af0af9ce627cb6ce94a92c1cadcfc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58d78a314c2ec3b1bd18d267f31956550d04b4f312c081b3db7d03d518b11552
+size 60405
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_1/events.out.tfevents.1762564160.auvsl-gpu-01.ise.illinois.edu.627157.754 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_1/events.out.tfevents.1762564160.auvsl-gpu-01.ise.illinois.edu.627157.754
new file mode 100644
index 0000000000000000000000000000000000000000..cfc9fa6a571bd0f00a9f5f1413ea2ce538652fed
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_1/events.out.tfevents.1762564160.auvsl-gpu-01.ise.illinois.edu.627157.754
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b66b469360642a62eaca69972e386fc30cbb966dffc865a15dd69df1e238656
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_2/1762564162.368753/events.out.tfevents.1762564162.auvsl-gpu-01.ise.illinois.edu.627157.757 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_2/1762564162.368753/events.out.tfevents.1762564162.auvsl-gpu-01.ise.illinois.edu.627157.757
new file mode 100644
index 0000000000000000000000000000000000000000..20bdeb67d5962185989b7a8c56b1c9c0d57296df
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_2/1762564162.368753/events.out.tfevents.1762564162.auvsl-gpu-01.ise.illinois.edu.627157.757
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef1934ec985ee045b60357a51b178be58cf90d701754090b7a2deb3d093faa34
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a262f97cc117106465a378cb44d877e2f11bb253
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87b45d83aaac832ac980de6a5ebc949d9b90e7aebf8c60fa6a4a6262eba36418
+size 60405
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_2/events.out.tfevents.1762564161.auvsl-gpu-01.ise.illinois.edu.627157.756 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_2/events.out.tfevents.1762564161.auvsl-gpu-01.ise.illinois.edu.627157.756
new file mode 100644
index 0000000000000000000000000000000000000000..2661405174aa73c6f06d080ee90dc86df7369910
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_2/events.out.tfevents.1762564161.auvsl-gpu-01.ise.illinois.edu.627157.756
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9cf8d73e5a5b76f92f846ace536de07a9bbe6ef562c309c788cdecce001d3d7
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_3/1762564163.1656892/events.out.tfevents.1762564163.auvsl-gpu-01.ise.illinois.edu.627157.759 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_3/1762564163.1656892/events.out.tfevents.1762564163.auvsl-gpu-01.ise.illinois.edu.627157.759
new file mode 100644
index 0000000000000000000000000000000000000000..ed13c167b1426c00b23054d42dac868349c70387
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_3/1762564163.1656892/events.out.tfevents.1762564163.auvsl-gpu-01.ise.illinois.edu.627157.759
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55e5d90a65bcda946d6d812532140ab05b58246221c244dc5945aca05e460259
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_3/events.out.tfevents.1762564162.auvsl-gpu-01.ise.illinois.edu.627157.758 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_3/events.out.tfevents.1762564162.auvsl-gpu-01.ise.illinois.edu.627157.758
new file mode 100644
index 0000000000000000000000000000000000000000..ad7c721f632b78143525e4e4d205c2522bd1aefa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_3/events.out.tfevents.1762564162.auvsl-gpu-01.ise.illinois.edu.627157.758
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b2d1967337b9105f7ab504ed5a13d9d03bc98e3343481e80d8ec0873b7bd0a1
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_1/events.out.tfevents.1762564164.auvsl-gpu-01.ise.illinois.edu.627157.762 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_1/events.out.tfevents.1762564164.auvsl-gpu-01.ise.illinois.edu.627157.762
new file mode 100644
index 0000000000000000000000000000000000000000..caccb0a4c27532598bbfe1289c8dd46f5b98f941
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_1/events.out.tfevents.1762564164.auvsl-gpu-01.ise.illinois.edu.627157.762
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d0550baa6f8a394f18998d86c529989bcd19147b0a2d7e55783443bdcee5c76
+size 24622
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f39e2a62af50bbbe32f318109cfb842108686b86
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e49299b3d78a2bf79a1c6af7851ab5d523f5a424c7b9eadb5d0b4cef604799c8
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_2/events.out.tfevents.1762564166.auvsl-gpu-01.ise.illinois.edu.627157.764 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_2/events.out.tfevents.1762564166.auvsl-gpu-01.ise.illinois.edu.627157.764
new file mode 100644
index 0000000000000000000000000000000000000000..88c0b688b855b07d60d8045f0516463c2df40f08
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_2/events.out.tfevents.1762564166.auvsl-gpu-01.ise.illinois.edu.627157.764
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edf3c6a69fd4dd3bc06e2de8044bb3e1acc8248434bb7291f13c4a3b2bda18e3
+size 20038
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_0/1762564238.6284883/events.out.tfevents.1762564238.auvsl-gpu-01.ise.illinois.edu.627157.793 b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_0/1762564238.6284883/events.out.tfevents.1762564238.auvsl-gpu-01.ise.illinois.edu.627157.793
new file mode 100644
index 0000000000000000000000000000000000000000..b39f871f07c2b3e27dcf7a44420f3ecb2d20c1ef
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_0/1762564238.6284883/events.out.tfevents.1762564238.auvsl-gpu-01.ise.illinois.edu.627157.793
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c9290702e3e045c82c7c02cbfaf3e9d0df1fbca94f9f0ff41ce8e47cb8319ee
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cf63ae5f43bd2fa0f6500237c36eb875252a1dbe
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1b196bc7f9ef23f90aa7a5905b9b76ceb84a9524dfd383df97faf95f91a4bf9
+size 208501
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_0/events.out.tfevents.1762564235.auvsl-gpu-01.ise.illinois.edu.627157.792 b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_0/events.out.tfevents.1762564235.auvsl-gpu-01.ise.illinois.edu.627157.792
new file mode 100644
index 0000000000000000000000000000000000000000..c23e154725dcfdb4f26b4ace579032ea514abaea
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_0/events.out.tfevents.1762564235.auvsl-gpu-01.ise.illinois.edu.627157.792
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4349e9b46e99f927bda6f58bc0ca87e3699d5c33f8620ad0e8579c868a10ab17
+size 33026
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_1/1762564242.2161794/events.out.tfevents.1762564242.auvsl-gpu-01.ise.illinois.edu.627157.795 b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_1/1762564242.2161794/events.out.tfevents.1762564242.auvsl-gpu-01.ise.illinois.edu.627157.795
new file mode 100644
index 0000000000000000000000000000000000000000..5a99ce3c7cd4ac394e9988edb12067f14bf62287
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_1/1762564242.2161794/events.out.tfevents.1762564242.auvsl-gpu-01.ise.illinois.edu.627157.795
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c96babcd6f87d2aa7250b1c8515074abc86580e0f3f675d3b1887a66dbe22a67
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6946ccec3d0c1292ba13104a09bdc701a8b9ed1d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99594ed3f2513639abcbdb4a1afd5ade98dc94cddc42250e7ee9d0ff7d1c2d5c
+size 208501
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e00ee0b69320c0f0c62dee074248826b100ebcbb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ee9e60deb54e37cb4d97d8d94ba570dd6fc6c46f43a18ff9dc48047a71f7b8b
+size 208501
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_2/events.out.tfevents.1762564242.auvsl-gpu-01.ise.illinois.edu.627157.796 b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_2/events.out.tfevents.1762564242.auvsl-gpu-01.ise.illinois.edu.627157.796
new file mode 100644
index 0000000000000000000000000000000000000000..d2dbb4230ddc218c24f69ccbca119449691190c7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_2/events.out.tfevents.1762564242.auvsl-gpu-01.ise.illinois.edu.627157.796
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b58685434db6d5a46d6c9e7b583123239c970da6179004c7c00545417c77f971
+size 25768
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_3/1762564247.4394295/events.out.tfevents.1762564247.auvsl-gpu-01.ise.illinois.edu.627157.799 b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_3/1762564247.4394295/events.out.tfevents.1762564247.auvsl-gpu-01.ise.illinois.edu.627157.799
new file mode 100644
index 0000000000000000000000000000000000000000..9d58e7fe3174e59d53b9cf09f5b4cf947510eb53
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_3/1762564247.4394295/events.out.tfevents.1762564247.auvsl-gpu-01.ise.illinois.edu.627157.799
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c280742933cb93a12b1fe69796b13b4928fbb87b87a1b10e4589e5608e65d0a4
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_0/1762564275.7687097/events.out.tfevents.1762564275.auvsl-gpu-01.ise.illinois.edu.627157.801 b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_0/1762564275.7687097/events.out.tfevents.1762564275.auvsl-gpu-01.ise.illinois.edu.627157.801
new file mode 100644
index 0000000000000000000000000000000000000000..d72635458936cd759404ae752da03280bc9afe89
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_0/1762564275.7687097/events.out.tfevents.1762564275.auvsl-gpu-01.ise.illinois.edu.627157.801
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:baf28eeceb498caa442c7317d6c0d7538646766141e58df820ee65885903c0a0
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4e61a324ed2402a003ee5628a1dff9bba33e87bf
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:827405b4ebe41b344a22a989a3b691959d055b855aaf7fc682768be5722acf51
+size 207605
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_0/events.out.tfevents.1762564247.auvsl-gpu-01.ise.illinois.edu.627157.800 b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_0/events.out.tfevents.1762564247.auvsl-gpu-01.ise.illinois.edu.627157.800
new file mode 100644
index 0000000000000000000000000000000000000000..7b329b4c7f2a3e5486eb485b826d657292430c58
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_0/events.out.tfevents.1762564247.auvsl-gpu-01.ise.illinois.edu.627157.800
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:110b1733fdddc30d70d0774d355c1509be499428815f5bb2747a9df65c548682
+size 19656
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_1/1762564334.3260756/events.out.tfevents.1762564334.auvsl-gpu-01.ise.illinois.edu.627157.803 b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_1/1762564334.3260756/events.out.tfevents.1762564334.auvsl-gpu-01.ise.illinois.edu.627157.803
new file mode 100644
index 0000000000000000000000000000000000000000..a0cfd9dac88b775859e04c131c0ca4de4992e972
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_1/1762564334.3260756/events.out.tfevents.1762564334.auvsl-gpu-01.ise.illinois.edu.627157.803
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a33f253f98d7cf72bffb3a3dadcd7300b258c7c247768ba994062ded075cd47
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e5f0d5b209243e6aa4319732f92fb86e435c4976
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:205bf06f74ec4aafe10b235afea10448af7b82cac872f486f7667dedfa38dd8e
+size 207605
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_1/events.out.tfevents.1762564275.auvsl-gpu-01.ise.illinois.edu.627157.802 b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_1/events.out.tfevents.1762564275.auvsl-gpu-01.ise.illinois.edu.627157.802
new file mode 100644
index 0000000000000000000000000000000000000000..467ab984dcea0d65193ffbbeebe0ee48a2933e56
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_1/events.out.tfevents.1762564275.auvsl-gpu-01.ise.illinois.edu.627157.802
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b471cb35412057c81896b0a4a32efee2c8c3123de01a28aae6108ec43c827274
+size 35700
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_2/1762564366.7201953/events.out.tfevents.1762564366.auvsl-gpu-01.ise.illinois.edu.627157.805 b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_2/1762564366.7201953/events.out.tfevents.1762564366.auvsl-gpu-01.ise.illinois.edu.627157.805
new file mode 100644
index 0000000000000000000000000000000000000000..fc43f8a0ea09975068af3d9119e207d892d88ff2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_2/1762564366.7201953/events.out.tfevents.1762564366.auvsl-gpu-01.ise.illinois.edu.627157.805
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3367d7062460a09b0ec6b1eef79c5b9cfb8da6f093240ea4e8ebc3f3cac3e4a0
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d766dd7bb9255832e805186e6f6dd05726c435e6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:198294643d2bf413f505167f49ea4187e6adfba37d622656caad559c3b17c0b5
+size 207605
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_2/events.out.tfevents.1762564334.auvsl-gpu-01.ise.illinois.edu.627157.804 b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_2/events.out.tfevents.1762564334.auvsl-gpu-01.ise.illinois.edu.627157.804
new file mode 100644
index 0000000000000000000000000000000000000000..1099bba133e48d25f69f679f14a0932ec5a6932a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_2/events.out.tfevents.1762564334.auvsl-gpu-01.ise.illinois.edu.627157.804
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82fb366c98b9c5f10b90514f86a5053e163d787d1f75a2d73dcfc368af792a8d
+size 26532
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_3/1762564410.7621586/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627157.807 b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_3/1762564410.7621586/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627157.807
new file mode 100644
index 0000000000000000000000000000000000000000..ce9f37d195c9e22bd83d8be84b1bcbe247f3f509
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_3/1762564410.7621586/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627157.807
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1febe735b04a49059c1dc87504dc8e3cf49334330b28201a1d85327b2ac002cd
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2e5500a1c9e638264f06401e4e5175256b8df96d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3886d0e8965aabf3dfea5ce4014a04cb6290b0ae2f9cce7544777133fba1871
+size 207605
diff --git a/UCI_N4/ldlt-resnet/runs/ringnorm/fold_3/events.out.tfevents.1762564366.auvsl-gpu-01.ise.illinois.edu.627157.806 b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_3/events.out.tfevents.1762564366.auvsl-gpu-01.ise.illinois.edu.627157.806
new file mode 100644
index 0000000000000000000000000000000000000000..490512e8398441137d1f49b9a2ce5dd082cda956
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ringnorm/fold_3/events.out.tfevents.1762564366.auvsl-gpu-01.ise.illinois.edu.627157.806
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ace65cf9b9d6696f21106b3c4619855f162aa580de5b195d2e37f6515f595252
+size 36846
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_0/1762564262.3813632/events.out.tfevents.1762564262.auvsl-gpu-01.ise.illinois.edu.627158.721 b/UCI_N4/ldlt-resnet/runs/seeds/fold_0/1762564262.3813632/events.out.tfevents.1762564262.auvsl-gpu-01.ise.illinois.edu.627158.721
new file mode 100644
index 0000000000000000000000000000000000000000..61079ffdf24cc90dc81a3fbd6c0a092d80f2e1ca
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_0/1762564262.3813632/events.out.tfevents.1762564262.auvsl-gpu-01.ise.illinois.edu.627158.721
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:272a8454e941988eab0753580c5ac77f62682a5d4cb322872a7be7b9c3a0563d
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/seeds/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f0e618582122e602dc6e914a5cb782069be38d03
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3525be3fd68603e537872348fe65a2402268dc58a588ef52129f3251cab3ea24
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_0/events.out.tfevents.1762564261.auvsl-gpu-01.ise.illinois.edu.627158.720 b/UCI_N4/ldlt-resnet/runs/seeds/fold_0/events.out.tfevents.1762564261.auvsl-gpu-01.ise.illinois.edu.627158.720
new file mode 100644
index 0000000000000000000000000000000000000000..082d3df25febb8ed0515e9e7a70506bce32bfbdd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_0/events.out.tfevents.1762564261.auvsl-gpu-01.ise.illinois.edu.627158.720
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7087957e28ac9e721ee4bca1ffda9916fec77d6cdd820bc3254236ab0c2b220
+size 16600
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_1/1762564264.059723/events.out.tfevents.1762564264.auvsl-gpu-01.ise.illinois.edu.627158.723 b/UCI_N4/ldlt-resnet/runs/seeds/fold_1/1762564264.059723/events.out.tfevents.1762564264.auvsl-gpu-01.ise.illinois.edu.627158.723
new file mode 100644
index 0000000000000000000000000000000000000000..8d2eccfde14fbe74df7e2bc0dfc6e39c97d97c03
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_1/1762564264.059723/events.out.tfevents.1762564264.auvsl-gpu-01.ise.illinois.edu.627158.723
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd7dedfc709293e655e48ee9b6eaea164e67509ceee639f88e572c3f44ea4f95
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/seeds/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1d90125210d6ca1dc8a717a2ef95875b1eb8eb49
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a94e77e1d596881acf1ec97b34e06214f1726951b53b067f397962bbe4d490ab
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_1/events.out.tfevents.1762564262.auvsl-gpu-01.ise.illinois.edu.627158.722 b/UCI_N4/ldlt-resnet/runs/seeds/fold_1/events.out.tfevents.1762564262.auvsl-gpu-01.ise.illinois.edu.627158.722
new file mode 100644
index 0000000000000000000000000000000000000000..7daab8e19e87f0e061ef332df52759aca7b17522
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_1/events.out.tfevents.1762564262.auvsl-gpu-01.ise.illinois.edu.627158.722
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:077a2f07b59aa8c79b7b291bfdb7c89f9f46cb9fe325d6e10f669b7156139db0
+size 25768
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_2/1762564265.56478/events.out.tfevents.1762564265.auvsl-gpu-01.ise.illinois.edu.627158.725 b/UCI_N4/ldlt-resnet/runs/seeds/fold_2/1762564265.56478/events.out.tfevents.1762564265.auvsl-gpu-01.ise.illinois.edu.627158.725
new file mode 100644
index 0000000000000000000000000000000000000000..e5fde417ae1191f65dfa188b61902d58aa0871fb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_2/1762564265.56478/events.out.tfevents.1762564265.auvsl-gpu-01.ise.illinois.edu.627158.725
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30eb4a6b90b25b8c1c25cd40a3fe9e3e9cc500fb746c98053316bb9826457378
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/seeds/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d113326b975eef9bf98404511d66292f7b3fa159
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5712cd5f403df7bd8346c15220560074fbc04aae032af40e0b48de65edbcb19a
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_2/events.out.tfevents.1762564264.auvsl-gpu-01.ise.illinois.edu.627158.724 b/UCI_N4/ldlt-resnet/runs/seeds/fold_2/events.out.tfevents.1762564264.auvsl-gpu-01.ise.illinois.edu.627158.724
new file mode 100644
index 0000000000000000000000000000000000000000..fc19c79a2d80fa56388cb65828ea0534797c4825
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_2/events.out.tfevents.1762564264.auvsl-gpu-01.ise.illinois.edu.627158.724
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e51a5dfcdfdf32c1ca3c9e90d168772a2257597ded27fa8fd58d2a6c52824cc3
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_3/1762564266.7256413/events.out.tfevents.1762564266.auvsl-gpu-01.ise.illinois.edu.627158.727 b/UCI_N4/ldlt-resnet/runs/seeds/fold_3/1762564266.7256413/events.out.tfevents.1762564266.auvsl-gpu-01.ise.illinois.edu.627158.727
new file mode 100644
index 0000000000000000000000000000000000000000..4a099602285e10c7ad9de620721904ea1e844a7a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_3/1762564266.7256413/events.out.tfevents.1762564266.auvsl-gpu-01.ise.illinois.edu.627158.727
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9485a5a3e40f342f5f0f7e1993faa30cfc2865ef27a137e88764dcfdfafb0da9
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/seeds/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..64fdf167c329181ac4c0842bd07082bc2f2af355
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a27b3d28506f97a229d980393c47e7300c7d08367831b6daa1fc93a0211f4b4
+size 60533
diff --git a/UCI_N4/ldlt-resnet/runs/seeds/fold_3/events.out.tfevents.1762564265.auvsl-gpu-01.ise.illinois.edu.627158.726 b/UCI_N4/ldlt-resnet/runs/seeds/fold_3/events.out.tfevents.1762564265.auvsl-gpu-01.ise.illinois.edu.627158.726
new file mode 100644
index 0000000000000000000000000000000000000000..b559a56afa07e5bf0983e3634df6855e98a76c60
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/seeds/fold_3/events.out.tfevents.1762564265.auvsl-gpu-01.ise.illinois.edu.627158.726
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0b179cb188964f899c6c26a897dac4bea8b5ffaef6049b1ee5202cc852a58d8
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_0/1762564280.553402/events.out.tfevents.1762564280.auvsl-gpu-01.ise.illinois.edu.627158.729 b/UCI_N4/ldlt-resnet/runs/semeion/fold_0/1762564280.553402/events.out.tfevents.1762564280.auvsl-gpu-01.ise.illinois.edu.627158.729
new file mode 100644
index 0000000000000000000000000000000000000000..4d249b63b563ac8244b02a26076ea053beaaa52a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_0/1762564280.553402/events.out.tfevents.1762564280.auvsl-gpu-01.ise.illinois.edu.627158.729
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f18565d679ee90715642a1e1d7d3798db12a79de58fc0ab4e58c0efc97ee3606
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/semeion/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5cfa50976156d5c44be14e709d1f413763bcc70a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:990941d51e4a148918cd174de17f30f8d8afcd176eda611d8c36a40cbd410c2f
+size 13148341
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_0/events.out.tfevents.1762564266.auvsl-gpu-01.ise.illinois.edu.627158.728 b/UCI_N4/ldlt-resnet/runs/semeion/fold_0/events.out.tfevents.1762564266.auvsl-gpu-01.ise.illinois.edu.627158.728
new file mode 100644
index 0000000000000000000000000000000000000000..ab0f499f3b86ea06b3e5d5f8be5627f17ea4ca67
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_0/events.out.tfevents.1762564266.auvsl-gpu-01.ise.illinois.edu.627158.728
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:908ee8c657e5c09c4c69b4aeb0b2111be7da2b01c1fc3bec689dd9f8d4a3b3bb
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_1/1762564291.6356883/events.out.tfevents.1762564291.auvsl-gpu-01.ise.illinois.edu.627158.731 b/UCI_N4/ldlt-resnet/runs/semeion/fold_1/1762564291.6356883/events.out.tfevents.1762564291.auvsl-gpu-01.ise.illinois.edu.627158.731
new file mode 100644
index 0000000000000000000000000000000000000000..3ff2360435ac02f4a71d8469eb4709afab53a083
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_1/1762564291.6356883/events.out.tfevents.1762564291.auvsl-gpu-01.ise.illinois.edu.627158.731
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87a0867352c9ab87d792b196a90d2cc3afd2d18e3da3f4208cc2d8e64b2a539e
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/semeion/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b7bc99218e8cfc8991195dc3324cc005289830c1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a3d928e94b99616a67a0248f858d4f28957b3df78bff87ead8ceec4b2310452
+size 13148341
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_1/events.out.tfevents.1762564280.auvsl-gpu-01.ise.illinois.edu.627158.730 b/UCI_N4/ldlt-resnet/runs/semeion/fold_1/events.out.tfevents.1762564280.auvsl-gpu-01.ise.illinois.edu.627158.730
new file mode 100644
index 0000000000000000000000000000000000000000..4bf66b74e18953d4edb1a4105c1e2229c504e02a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_1/events.out.tfevents.1762564280.auvsl-gpu-01.ise.illinois.edu.627158.730
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21250211b6372ca6a3e00d9ff7dc51b6e9618093d32ff5fac7cd6df8e2a0baca
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_2/1762564307.1669664/events.out.tfevents.1762564307.auvsl-gpu-01.ise.illinois.edu.627158.733 b/UCI_N4/ldlt-resnet/runs/semeion/fold_2/1762564307.1669664/events.out.tfevents.1762564307.auvsl-gpu-01.ise.illinois.edu.627158.733
new file mode 100644
index 0000000000000000000000000000000000000000..bf223d18ffbbe28a60bb2115cbb3fa173a137d71
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_2/1762564307.1669664/events.out.tfevents.1762564307.auvsl-gpu-01.ise.illinois.edu.627158.733
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a83939cd7a81975115e0dd4918e111da8861ea9d91c3a63f55f3e639d6f5a50e
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_2/events.out.tfevents.1762564291.auvsl-gpu-01.ise.illinois.edu.627158.732 b/UCI_N4/ldlt-resnet/runs/semeion/fold_2/events.out.tfevents.1762564291.auvsl-gpu-01.ise.illinois.edu.627158.732
new file mode 100644
index 0000000000000000000000000000000000000000..6d167f3f1643bab2fbdd029ce9da7e11283292aa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_2/events.out.tfevents.1762564291.auvsl-gpu-01.ise.illinois.edu.627158.732
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b6d08421c55f1a66839bddfbec4aca62e905e1f017f529ae3352ba736214cb4
+size 27296
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_3/1762564321.3727732/events.out.tfevents.1762564321.auvsl-gpu-01.ise.illinois.edu.627158.735 b/UCI_N4/ldlt-resnet/runs/semeion/fold_3/1762564321.3727732/events.out.tfevents.1762564321.auvsl-gpu-01.ise.illinois.edu.627158.735
new file mode 100644
index 0000000000000000000000000000000000000000..1772955113fdc04b0ce82e1f714b9c84c657a62d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_3/1762564321.3727732/events.out.tfevents.1762564321.auvsl-gpu-01.ise.illinois.edu.627158.735
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08da1fecc9666d58cec841e63ae774eef68131e4480d55307b238276546542dc
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/semeion/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2bdd5c59974040d1a28b7f985b6a2d8688be7435
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2835f161cb4ea8f8a39426463874eed5b0096bc26bc8bf6892b1ae9251d87e9e
+size 13148341
diff --git a/UCI_N4/ldlt-resnet/runs/semeion/fold_3/events.out.tfevents.1762564307.auvsl-gpu-01.ise.illinois.edu.627158.734 b/UCI_N4/ldlt-resnet/runs/semeion/fold_3/events.out.tfevents.1762564307.auvsl-gpu-01.ise.illinois.edu.627158.734
new file mode 100644
index 0000000000000000000000000000000000000000..ddbba10bd355c2108f4a397831d00c0dd39acae1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/semeion/fold_3/events.out.tfevents.1762564307.auvsl-gpu-01.ise.illinois.edu.627158.734
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d45ab995b79c066a694cdbc74d75c1fc04fc8ef78d2a35c4898857a3f11cdf7
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_0/1762564326.3057942/events.out.tfevents.1762564326.auvsl-gpu-01.ise.illinois.edu.627158.737 b/UCI_N4/ldlt-resnet/runs/soybean/fold_0/1762564326.3057942/events.out.tfevents.1762564326.auvsl-gpu-01.ise.illinois.edu.627158.737
new file mode 100644
index 0000000000000000000000000000000000000000..8bc3eead5a51ee01e0fe67beaab1c915c59daea4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_0/1762564326.3057942/events.out.tfevents.1762564326.auvsl-gpu-01.ise.illinois.edu.627158.737
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ef0303d8b2f15ec4e707761d058b8f1c177815b033802d0e582636b14d5326d
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/soybean/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d5beb6832dac39a4577825d0bd7337f84492e42d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7ad77e2a1b48e344461dfe4cf57be2d32bb65d506f5d98319ee243e57fd00e6
+size 790197
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_0/events.out.tfevents.1762564321.auvsl-gpu-01.ise.illinois.edu.627158.736 b/UCI_N4/ldlt-resnet/runs/soybean/fold_0/events.out.tfevents.1762564321.auvsl-gpu-01.ise.illinois.edu.627158.736
new file mode 100644
index 0000000000000000000000000000000000000000..6b910d5a4a8ffc2e11b6a047abf933d7bb71d3a3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_0/events.out.tfevents.1762564321.auvsl-gpu-01.ise.illinois.edu.627158.736
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e885750ca32047c6b03ddd86e1786f693800b6dd3674282c3897045ab2735261
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_1/1762564332.0147176/events.out.tfevents.1762564332.auvsl-gpu-01.ise.illinois.edu.627158.739 b/UCI_N4/ldlt-resnet/runs/soybean/fold_1/1762564332.0147176/events.out.tfevents.1762564332.auvsl-gpu-01.ise.illinois.edu.627158.739
new file mode 100644
index 0000000000000000000000000000000000000000..d539b174dfdbca13b333c1f8c390f3366d5e7e95
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_1/1762564332.0147176/events.out.tfevents.1762564332.auvsl-gpu-01.ise.illinois.edu.627158.739
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93e7ffee147a6e570c88974c0a2f9ea2aea7622c90d0b4c89fe1521f0ec5fe83
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/soybean/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f7a78755bc007c10c4cb987decb69c2c672ec0f6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6660b8a175a5ddcbe954353d54434f64341c02b7ade7f7cfb893a3842d696c48
+size 790197
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_1/events.out.tfevents.1762564326.auvsl-gpu-01.ise.illinois.edu.627158.738 b/UCI_N4/ldlt-resnet/runs/soybean/fold_1/events.out.tfevents.1762564326.auvsl-gpu-01.ise.illinois.edu.627158.738
new file mode 100644
index 0000000000000000000000000000000000000000..e1b9877edea08446e9ba86b1ae6f7b149457f356
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_1/events.out.tfevents.1762564326.auvsl-gpu-01.ise.illinois.edu.627158.738
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b69621e832051f8aef7c5c9607ab04b89e7e759affedb52cfc66427f876cf8fd
+size 21566
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_2/1762564336.8701694/events.out.tfevents.1762564336.auvsl-gpu-01.ise.illinois.edu.627158.741 b/UCI_N4/ldlt-resnet/runs/soybean/fold_2/1762564336.8701694/events.out.tfevents.1762564336.auvsl-gpu-01.ise.illinois.edu.627158.741
new file mode 100644
index 0000000000000000000000000000000000000000..83564b8a00da8b98a84127f1bff0b490a4be67e9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_2/1762564336.8701694/events.out.tfevents.1762564336.auvsl-gpu-01.ise.illinois.edu.627158.741
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d69db6262fe6fb0daf096b5ba9264951fae3b0028885db1a99c8989d0bd9f6d
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/soybean/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..07f9f97dc1328727e3d09ee1900c653b5e03b08d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60b2b3c90377ccc38f8b354ee85dd8beebbf30ccb234be0a5d94d8b463a548f4
+size 790197
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_2/events.out.tfevents.1762564332.auvsl-gpu-01.ise.illinois.edu.627158.740 b/UCI_N4/ldlt-resnet/runs/soybean/fold_2/events.out.tfevents.1762564332.auvsl-gpu-01.ise.illinois.edu.627158.740
new file mode 100644
index 0000000000000000000000000000000000000000..9178524e80ac32c4ae7a5d325d0820f73d184d80
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_2/events.out.tfevents.1762564332.auvsl-gpu-01.ise.illinois.edu.627158.740
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ca168a75f6e512b22bd605b63402ac71ac2e7112a9cbc6258c60291b78ce374
+size 18510
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_3/1762564341.9501607/events.out.tfevents.1762564341.auvsl-gpu-01.ise.illinois.edu.627158.743 b/UCI_N4/ldlt-resnet/runs/soybean/fold_3/1762564341.9501607/events.out.tfevents.1762564341.auvsl-gpu-01.ise.illinois.edu.627158.743
new file mode 100644
index 0000000000000000000000000000000000000000..901e264ac5f54d2a179a3bc07dc51275186629d2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_3/1762564341.9501607/events.out.tfevents.1762564341.auvsl-gpu-01.ise.illinois.edu.627158.743
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf624f99d602c013b071215971374a53084fef13b9b0a788c4ce399835c8c111
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/soybean/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..452db18cdc3327bb584e382588f2f773a8ea1c6e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf645c1a9981b78c927d2945788f86695578ffb3406d7cfc68b82a92a9a74a1a
+size 790197
diff --git a/UCI_N4/ldlt-resnet/runs/soybean/fold_3/events.out.tfevents.1762564336.auvsl-gpu-01.ise.illinois.edu.627158.742 b/UCI_N4/ldlt-resnet/runs/soybean/fold_3/events.out.tfevents.1762564336.auvsl-gpu-01.ise.illinois.edu.627158.742
new file mode 100644
index 0000000000000000000000000000000000000000..6ab7116b100f9b1b7530dc96d039342daee78c66
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/soybean/fold_3/events.out.tfevents.1762564336.auvsl-gpu-01.ise.illinois.edu.627158.742
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10c847c8bfacd2cddd190b61bd705bd9678f761d4f8d110a3a045fc97458d151
+size 20420
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/spambase/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..679e431fc4c7bb9883c8b87a132f88b5a71ed83f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e6344169927d47124af08cdefe34aad1000ec02d10c59a8b66faf2984e4b9d9
+size 3044917
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_0/events.out.tfevents.1762564341.auvsl-gpu-01.ise.illinois.edu.627158.744 b/UCI_N4/ldlt-resnet/runs/spambase/fold_0/events.out.tfevents.1762564341.auvsl-gpu-01.ise.illinois.edu.627158.744
new file mode 100644
index 0000000000000000000000000000000000000000..a7e630a15ea9e56ba4ca26b7472cf262e17b20b6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_0/events.out.tfevents.1762564341.auvsl-gpu-01.ise.illinois.edu.627158.744
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61c8b4804c1ca837e441b7f23127e252d814179b188568ddb095f7592ee62902
+size 21948
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_1/1762564372.8872786/events.out.tfevents.1762564372.auvsl-gpu-01.ise.illinois.edu.627158.747 b/UCI_N4/ldlt-resnet/runs/spambase/fold_1/1762564372.8872786/events.out.tfevents.1762564372.auvsl-gpu-01.ise.illinois.edu.627158.747
new file mode 100644
index 0000000000000000000000000000000000000000..eca618ee721470ca3685148d427dfc296ed96538
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_1/1762564372.8872786/events.out.tfevents.1762564372.auvsl-gpu-01.ise.illinois.edu.627158.747
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1565e29e59486a308d10240cc1be7289517c34888c98948e0051f246d39eb74
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/spambase/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8756cadc233466f568eebeaa72455c0fd05cfbde
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68b649512e7c443f622012c788dfe282665d51416fa9ed808136a321f660e2f3
+size 3044917
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_1/events.out.tfevents.1762564359.auvsl-gpu-01.ise.illinois.edu.627158.746 b/UCI_N4/ldlt-resnet/runs/spambase/fold_1/events.out.tfevents.1762564359.auvsl-gpu-01.ise.illinois.edu.627158.746
new file mode 100644
index 0000000000000000000000000000000000000000..47a6f253393549e573ec9b5b90742ba9429ea01b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_1/events.out.tfevents.1762564359.auvsl-gpu-01.ise.illinois.edu.627158.746
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11e0d7978ea39bb798b923668028776e128ab4c3a45a7b1c66966ecad2b3a7f4
+size 16218
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_2/1762564387.8433914/events.out.tfevents.1762564387.auvsl-gpu-01.ise.illinois.edu.627158.749 b/UCI_N4/ldlt-resnet/runs/spambase/fold_2/1762564387.8433914/events.out.tfevents.1762564387.auvsl-gpu-01.ise.illinois.edu.627158.749
new file mode 100644
index 0000000000000000000000000000000000000000..183f1f0ebbde29f8146787d4f2b9c409158dd9e0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_2/1762564387.8433914/events.out.tfevents.1762564387.auvsl-gpu-01.ise.illinois.edu.627158.749
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca2d95776fd150ec08afd44ebcd69710c93ed4b77a0bd633374e7dcac61fdb8e
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/spambase/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2f1e4372eb56ab4fabba2d9ae9a09acd23f3ec76
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9093e7a0a79803e559f3a4108a3d6d3d98a014512eda900c48c04f658cdd7d7
+size 3044917
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_2/events.out.tfevents.1762564372.auvsl-gpu-01.ise.illinois.edu.627158.748 b/UCI_N4/ldlt-resnet/runs/spambase/fold_2/events.out.tfevents.1762564372.auvsl-gpu-01.ise.illinois.edu.627158.748
new file mode 100644
index 0000000000000000000000000000000000000000..84d2cbc70f25337721db34a6a9193113c1cfb23f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_2/events.out.tfevents.1762564372.auvsl-gpu-01.ise.illinois.edu.627158.748
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73d698a8d843092e2ad86b47389f9149c5d54131b8e9b7de1f83ea737cf34434
+size 17746
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_3/1762564406.8663695/events.out.tfevents.1762564406.auvsl-gpu-01.ise.illinois.edu.627158.751 b/UCI_N4/ldlt-resnet/runs/spambase/fold_3/1762564406.8663695/events.out.tfevents.1762564406.auvsl-gpu-01.ise.illinois.edu.627158.751
new file mode 100644
index 0000000000000000000000000000000000000000..b63a71e3f5dc649cf0f85cf455cc39c247563318
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_3/1762564406.8663695/events.out.tfevents.1762564406.auvsl-gpu-01.ise.illinois.edu.627158.751
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4c91d2e504e0b1433a50aeaadb6ab33a15135ceac861a698b7f14ce42ec5aba
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/spambase/fold_3/events.out.tfevents.1762564387.auvsl-gpu-01.ise.illinois.edu.627158.750 b/UCI_N4/ldlt-resnet/runs/spambase/fold_3/events.out.tfevents.1762564387.auvsl-gpu-01.ise.illinois.edu.627158.750
new file mode 100644
index 0000000000000000000000000000000000000000..cb827a535fe2d28875f03c055946c90df95b892c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spambase/fold_3/events.out.tfevents.1762564387.auvsl-gpu-01.ise.illinois.edu.627158.750
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ac2f0ee3ae657f384b2844ec108db2f42c8e82d587e5a1235efd135d71832db
+size 23858
diff --git a/UCI_N4/ldlt-resnet/runs/spect/fold_0/1762564408.7297952/events.out.tfevents.1762564408.auvsl-gpu-01.ise.illinois.edu.627158.753 b/UCI_N4/ldlt-resnet/runs/spect/fold_0/1762564408.7297952/events.out.tfevents.1762564408.auvsl-gpu-01.ise.illinois.edu.627158.753
new file mode 100644
index 0000000000000000000000000000000000000000..c2789b4dd7b1d63c2872f90283075580bbdf6f89
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spect/fold_0/1762564408.7297952/events.out.tfevents.1762564408.auvsl-gpu-01.ise.illinois.edu.627158.753
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de3e0ccd560db5890daa306fb6c390925abd8e0ac2f7cbdd333f4f6d17e5ba92
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/spect/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/spect/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..37fe27f5577b84616106cef75faa2d01fce005fe
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spect/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50abf3badd22d2f3664c229b2463dad88f2d09d3568a74a1142443d25b86b3c3
+size 209269
diff --git a/UCI_N4/ldlt-resnet/runs/spect/fold_0/events.out.tfevents.1762564406.auvsl-gpu-01.ise.illinois.edu.627158.752 b/UCI_N4/ldlt-resnet/runs/spect/fold_0/events.out.tfevents.1762564406.auvsl-gpu-01.ise.illinois.edu.627158.752
new file mode 100644
index 0000000000000000000000000000000000000000..9418d1ac3ec37c45a6719a917c89ea044c7ae3c8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spect/fold_0/events.out.tfevents.1762564406.auvsl-gpu-01.ise.illinois.edu.627158.752
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:114d9b647b4662c77bb8caa13747c0507d9ccaf9db48c450b24eb639916e4882
+size 16218
diff --git a/UCI_N4/ldlt-resnet/runs/spect/fold_1/1762564410.5630288/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627158.755 b/UCI_N4/ldlt-resnet/runs/spect/fold_1/1762564410.5630288/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627158.755
new file mode 100644
index 0000000000000000000000000000000000000000..b212a9131dbb7414bd9ffc6c8bb35f211140825f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spect/fold_1/1762564410.5630288/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627158.755
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ebff14097fec2a3be4eff3de32492fed096c66f3fbac5bacda023a7739b185d
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/spect/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/spect/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fe6611f0e501657ea900b7cbf316f1ab8fed6365
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spect/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f9506f23be84e2e7bb8a7ba264a74869982705d1ee59657fd43d071639fa8f0
+size 209269
diff --git a/UCI_N4/ldlt-resnet/runs/spect/fold_1/events.out.tfevents.1762564408.auvsl-gpu-01.ise.illinois.edu.627158.754 b/UCI_N4/ldlt-resnet/runs/spect/fold_1/events.out.tfevents.1762564408.auvsl-gpu-01.ise.illinois.edu.627158.754
new file mode 100644
index 0000000000000000000000000000000000000000..bf554c6a08ab4a94058f6267718f777eb8c10447
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spect/fold_1/events.out.tfevents.1762564408.auvsl-gpu-01.ise.illinois.edu.627158.754
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d23909e5063dc339d039484a15afdd28bd7dcf8814cde60ca65d27f77b1e210
+size 15836
diff --git a/UCI_N4/ldlt-resnet/runs/spect/fold_2/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627158.756 b/UCI_N4/ldlt-resnet/runs/spect/fold_2/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627158.756
new file mode 100644
index 0000000000000000000000000000000000000000..5e730d6ca69423a1e4777bf6d1bf11ac7daeb0f9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spect/fold_2/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627158.756
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f67aced48825f47c984e0ac546d4da133a54299624d3c2ff12a4bf78d6116379
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/spect/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/spect/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..55444dcac4f9650a39a53e64064fe80349f76c62
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spect/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1d6ecb5f8a7bfd76fe97efbb78c58cc4259e183a81d3fe598a2249e4be59db4
+size 209269
diff --git a/UCI_N4/ldlt-resnet/runs/spectf/fold_0/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627157.808 b/UCI_N4/ldlt-resnet/runs/spectf/fold_0/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627157.808
new file mode 100644
index 0000000000000000000000000000000000000000..64c5888c1f729b056e3ade9c9a9314d12c57c04d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spectf/fold_0/events.out.tfevents.1762564410.auvsl-gpu-01.ise.illinois.edu.627157.808
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f38f3c67ffb453eb2b71fe693abd503e66221975411b5ae914391be7c89ea99d
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/spectf/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/spectf/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fed4d406d7dbf18c17eeaa06ded2ca28c31325ca
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/spectf/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2504ec8b75627a70b0b39f507e96a08e1efc887aeadf62891f517197baf6644
+size 796917
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-landsat/fold_1/events.out.tfevents.1762564473.auvsl-gpu-01.ise.illinois.edu.627155.626 b/UCI_N4/ldlt-resnet/runs/statlog-landsat/fold_1/events.out.tfevents.1762564473.auvsl-gpu-01.ise.illinois.edu.627155.626
new file mode 100644
index 0000000000000000000000000000000000000000..e41d23dc6dd7783d2468e57f5297e23615960a0a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-landsat/fold_1/events.out.tfevents.1762564473.auvsl-gpu-01.ise.illinois.edu.627155.626
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e915619b4bbf05de9831aadc97ed7085a227866ebe0cb3bc9df0720a8128513c
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_0/1762564756.912395/events.out.tfevents.1762564756.auvsl-gpu-01.ise.illinois.edu.627157.825 b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_0/1762564756.912395/events.out.tfevents.1762564756.auvsl-gpu-01.ise.illinois.edu.627157.825
new file mode 100644
index 0000000000000000000000000000000000000000..1553f87a6f9f544c7ff360c0dd1fbd44123402a3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_0/1762564756.912395/events.out.tfevents.1762564756.auvsl-gpu-01.ise.illinois.edu.627157.825
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26e7a4a96f4e394103800796863962ac340cc7beb9e61ef7071c65a4abddb463
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..165c1e6c10535db6e91c7393809582c5486a00e0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:593895323cb0dd353013234bb780ee75c50fee8782da61a5973324b44c5802fc
+size 61813
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_0/events.out.tfevents.1762564431.auvsl-gpu-01.ise.illinois.edu.627157.824 b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_0/events.out.tfevents.1762564431.auvsl-gpu-01.ise.illinois.edu.627157.824
new file mode 100644
index 0000000000000000000000000000000000000000..e759cec288dc865619b26c1d42e71e91940b9f47
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_0/events.out.tfevents.1762564431.auvsl-gpu-01.ise.illinois.edu.627157.824
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1d19c6273a4844680cd110541a51a5912fd2c6e4c24fa1d0b9ae751f9b086d6
+size 35318
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_1/1762564909.0615237/events.out.tfevents.1762564909.auvsl-gpu-01.ise.illinois.edu.627157.827 b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_1/1762564909.0615237/events.out.tfevents.1762564909.auvsl-gpu-01.ise.illinois.edu.627157.827
new file mode 100644
index 0000000000000000000000000000000000000000..eb79bf0d3172ee07e779be564d739e6af718fa27
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_1/1762564909.0615237/events.out.tfevents.1762564909.auvsl-gpu-01.ise.illinois.edu.627157.827
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24ec1dc1bc7705f1676b90968bf479dd83bf3d39a76220acc02e3a091c02b559
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a483665e46bc7aa50271c4b1fbad9b4ccdf7cb0c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a522a0ae7a920fd488db7086b90ae84d00041bb922a4697f82fb709a75ced6d
+size 61813
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_1/events.out.tfevents.1762564756.auvsl-gpu-01.ise.illinois.edu.627157.826 b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_1/events.out.tfevents.1762564756.auvsl-gpu-01.ise.illinois.edu.627157.826
new file mode 100644
index 0000000000000000000000000000000000000000..90428c0bdf000948b58de1b20948ee1c9f87b9ba
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_1/events.out.tfevents.1762564756.auvsl-gpu-01.ise.illinois.edu.627157.826
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c6d76646ed11629c1b04f89c247dc522bd5e087ff603c0118f3d2a2a1266b18
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_2/1762565148.250006/events.out.tfevents.1762565148.auvsl-gpu-01.ise.illinois.edu.627157.829 b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_2/1762565148.250006/events.out.tfevents.1762565148.auvsl-gpu-01.ise.illinois.edu.627157.829
new file mode 100644
index 0000000000000000000000000000000000000000..5ec7c6a044e768740da89b4fead2ad61e4be29b6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_2/1762565148.250006/events.out.tfevents.1762565148.auvsl-gpu-01.ise.illinois.edu.627157.829
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3afe4b4384db4e1f94bcce16a8854b55dde14a23438cbbdc43d8e3ac9248da8d
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0059de43b68d09c67a2250570a51f53c760c499a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:909af323138fa8686e500ef1304945fe930b8a3760fd9f8aef174457f8cdb877
+size 61813
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_2/events.out.tfevents.1762564909.auvsl-gpu-01.ise.illinois.edu.627157.828 b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_2/events.out.tfevents.1762564909.auvsl-gpu-01.ise.illinois.edu.627157.828
new file mode 100644
index 0000000000000000000000000000000000000000..9cc8e211d5feecc35f4324dd85fe271d8cbfa8f8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_2/events.out.tfevents.1762564909.auvsl-gpu-01.ise.illinois.edu.627157.828
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18af13010709c2c47e43a234f2bf9d470deb9939f1aa167555857dc29c353355
+size 26914
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_3/1762565280.442971/events.out.tfevents.1762565280.auvsl-gpu-01.ise.illinois.edu.627157.831 b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_3/1762565280.442971/events.out.tfevents.1762565280.auvsl-gpu-01.ise.illinois.edu.627157.831
new file mode 100644
index 0000000000000000000000000000000000000000..6db0c8885654413535695b3ca53cd5849faaefbe
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_3/1762565280.442971/events.out.tfevents.1762565280.auvsl-gpu-01.ise.illinois.edu.627157.831
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7c88a4616d75531e8b7d38799b83a1bdc35d6453eac193c32849159e42ed8b1
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..891cea731bd4573b47f6011c09b8fd3a3c630f28
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:465d9737e1961f4d132a84f0dec2fdba62fccff4569500c643e7ebbbfb910fd8
+size 61813
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_3/events.out.tfevents.1762565148.auvsl-gpu-01.ise.illinois.edu.627157.830 b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_3/events.out.tfevents.1762565148.auvsl-gpu-01.ise.illinois.edu.627157.830
new file mode 100644
index 0000000000000000000000000000000000000000..11b7007b7b2336ea95bb67b5326fc28745965fd5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-shuttle/fold_3/events.out.tfevents.1762565148.auvsl-gpu-01.ise.illinois.edu.627157.830
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8e09c8de674782135510fb66b50fc5518eb1fcfac938485b547f6cd75a3592b
+size 15071
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_0/1762564474.9288273/events.out.tfevents.1762564474.auvsl-gpu-01.ise.illinois.edu.627158.785 b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_0/1762564474.9288273/events.out.tfevents.1762564474.auvsl-gpu-01.ise.illinois.edu.627158.785
new file mode 100644
index 0000000000000000000000000000000000000000..556f0bcfb1b4538c8d06aee5d4c60265bd2b393a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_0/1762564474.9288273/events.out.tfevents.1762564474.auvsl-gpu-01.ise.illinois.edu.627158.785
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea73f921ea8497c818a0577906e81bca897e7db170e3211d7b9700a269f0ac64
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..74392082c2a075e958298073ea87e6e09604d88d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e86df464cdcc9945dcd5628b7d69faf602f8e08d4c9777bd2c878aa1f912c7a
+size 206453
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_0/events.out.tfevents.1762564470.auvsl-gpu-01.ise.illinois.edu.627158.784 b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_0/events.out.tfevents.1762564470.auvsl-gpu-01.ise.illinois.edu.627158.784
new file mode 100644
index 0000000000000000000000000000000000000000..14bb0c6be0d276316e8536c24328ca95adb876a9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_0/events.out.tfevents.1762564470.auvsl-gpu-01.ise.illinois.edu.627158.784
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46926e6245dc8225a74bd38adf128e43209caaa480ce41ad3962c54f25de481d
+size 28442
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_1/1762564480.5734632/events.out.tfevents.1762564480.auvsl-gpu-01.ise.illinois.edu.627158.787 b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_1/1762564480.5734632/events.out.tfevents.1762564480.auvsl-gpu-01.ise.illinois.edu.627158.787
new file mode 100644
index 0000000000000000000000000000000000000000..399bbf702bf046e336e240341fe7dcf80b999bc1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_1/1762564480.5734632/events.out.tfevents.1762564480.auvsl-gpu-01.ise.illinois.edu.627158.787
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c2595cba0692dbd49ac61c8a1b9a6e23b4dd8f33b7ffe4f95eb2e153b1432e2
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6685d8e6a32f45bddfc6217548f192cd83106a55
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b8263340addb729f54785e2eac395fcaadc106a370672de567d77a6a9af8413
+size 206453
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_1/events.out.tfevents.1762564474.auvsl-gpu-01.ise.illinois.edu.627158.786 b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_1/events.out.tfevents.1762564474.auvsl-gpu-01.ise.illinois.edu.627158.786
new file mode 100644
index 0000000000000000000000000000000000000000..2a71b2bdf645afe2c2e0e664c7375141b824449c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_1/events.out.tfevents.1762564474.auvsl-gpu-01.ise.illinois.edu.627158.786
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c24d3ff395f1824b112c109e2fad3f1f386322bbe338645df49863edcf3c4031
+size 34936
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_2/1762564486.874347/events.out.tfevents.1762564486.auvsl-gpu-01.ise.illinois.edu.627158.789 b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_2/1762564486.874347/events.out.tfevents.1762564486.auvsl-gpu-01.ise.illinois.edu.627158.789
new file mode 100644
index 0000000000000000000000000000000000000000..99ce8c6faec994953e5447183ba69c1dfca7f41f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_2/1762564486.874347/events.out.tfevents.1762564486.auvsl-gpu-01.ise.illinois.edu.627158.789
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ef3c7894d157398d9f2129fb50e27d8c0de65280d377dfa25f9bdd295a520c0
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..672d93049db5d1b459d2650bf352919f593a2c30
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd99cbf18e5f726d5a7d974b0b6d091976fa40538a84cf856365df180ee501de
+size 206453
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_2/events.out.tfevents.1762564480.auvsl-gpu-01.ise.illinois.edu.627158.788 b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_2/events.out.tfevents.1762564480.auvsl-gpu-01.ise.illinois.edu.627158.788
new file mode 100644
index 0000000000000000000000000000000000000000..f7b0717e13675da48b94eb1f3dc1aed9d18047f2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_2/events.out.tfevents.1762564480.auvsl-gpu-01.ise.illinois.edu.627158.788
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73434904f08223739dfc92c222e1f52d32982313f507d4de97c3bb99b0cf0bf6
+size 37610
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_3/1762564491.779262/events.out.tfevents.1762564491.auvsl-gpu-01.ise.illinois.edu.627158.791 b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_3/1762564491.779262/events.out.tfevents.1762564491.auvsl-gpu-01.ise.illinois.edu.627158.791
new file mode 100644
index 0000000000000000000000000000000000000000..cf63334024723c419f118ef2d6e608ebe82cd38f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_3/1762564491.779262/events.out.tfevents.1762564491.auvsl-gpu-01.ise.illinois.edu.627158.791
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86f0bae36c0c0b96e28012fc646ebe07280adc00a635f42d926bd1e811d11003
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3c2ad565fd916f38fa6165ce0089db1296a3d681
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b29fcbd2255fe346184122a110de34b30175be3157d7e651d5110413b68be85e
+size 206453
diff --git a/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_3/events.out.tfevents.1762564486.auvsl-gpu-01.ise.illinois.edu.627158.790 b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_3/events.out.tfevents.1762564486.auvsl-gpu-01.ise.illinois.edu.627158.790
new file mode 100644
index 0000000000000000000000000000000000000000..ee69a1d09fae86741878af6aefec5b58b57af4ca
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/statlog-vehicle/fold_3/events.out.tfevents.1762564486.auvsl-gpu-01.ise.illinois.edu.627158.790
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fe07b5bd4618780d84eab2eff9609acfdec76288a11db3d2602ceb04f144305
+size 30352
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_0/1762564504.3571513/events.out.tfevents.1762564504.auvsl-gpu-01.ise.illinois.edu.627158.793 b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_0/1762564504.3571513/events.out.tfevents.1762564504.auvsl-gpu-01.ise.illinois.edu.627158.793
new file mode 100644
index 0000000000000000000000000000000000000000..19f0d9ed75fcdc4be72f67b65f1acddee6e53ceb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_0/1762564504.3571513/events.out.tfevents.1762564504.auvsl-gpu-01.ise.illinois.edu.627158.793
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:425168eeff5d426833584dbda5e64b3489147183d2dcb7d222024fe99bafa752
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..eacbce826eea660d6033ed78c2080ffe3e666650
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3bcdd90c0bfbff1c3c419d526752e4d7829049457f0f3b68f1f8fbf1f38a1324
+size 772341
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_0/events.out.tfevents.1762564491.auvsl-gpu-01.ise.illinois.edu.627158.792 b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_0/events.out.tfevents.1762564491.auvsl-gpu-01.ise.illinois.edu.627158.792
new file mode 100644
index 0000000000000000000000000000000000000000..16aaf400ee7e39750c92038ead4f6f130736dea4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_0/events.out.tfevents.1762564491.auvsl-gpu-01.ise.illinois.edu.627158.792
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e43cc5ac1e3f9a869af1c3c7503cb292a3e8aefd00fd7735168554cd123a8b15
+size 38756
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_1/1762564514.1340017/events.out.tfevents.1762564514.auvsl-gpu-01.ise.illinois.edu.627158.795 b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_1/1762564514.1340017/events.out.tfevents.1762564514.auvsl-gpu-01.ise.illinois.edu.627158.795
new file mode 100644
index 0000000000000000000000000000000000000000..ef3d54c55b2cfb0cda7d3f5d75b72d1fd18e8c13
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_1/1762564514.1340017/events.out.tfevents.1762564514.auvsl-gpu-01.ise.illinois.edu.627158.795
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61cbd1857833f3f62fe0d4cb3305d7ecfd01a50394ee87a155d2c0c3f3b41927
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9d2c29043d06b72e7cc47f73a689dc93c7bebb37
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c496f361cf1f81be1a2e66570c966d1e6dc799cac6eb07d508af98ceaca34865
+size 772341
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_1/events.out.tfevents.1762564504.auvsl-gpu-01.ise.illinois.edu.627158.794 b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_1/events.out.tfevents.1762564504.auvsl-gpu-01.ise.illinois.edu.627158.794
new file mode 100644
index 0000000000000000000000000000000000000000..1e1813a7e77a4f3eb61c8a830881af6a493768b9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_1/events.out.tfevents.1762564504.auvsl-gpu-01.ise.illinois.edu.627158.794
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7853747c3cfbe405719bdc1fbe1162492c43fd7bfd33dce927a3f445948ca07e
+size 30734
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_2/1762564526.3945293/events.out.tfevents.1762564526.auvsl-gpu-01.ise.illinois.edu.627158.797 b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_2/1762564526.3945293/events.out.tfevents.1762564526.auvsl-gpu-01.ise.illinois.edu.627158.797
new file mode 100644
index 0000000000000000000000000000000000000000..1dcf92ade96d93ed555fff64b40a561fc8904c60
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_2/1762564526.3945293/events.out.tfevents.1762564526.auvsl-gpu-01.ise.illinois.edu.627158.797
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6aa83d4f68859c04db96637a35704472c01887ef25438b1693a54a1deda5cc8
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f1ed7bafacb9a1d192988574c032087fc6dafe33
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bafc573d3d93889cd711095d540ffa747c9f22538c8f57466e1196ca2821142
+size 772341
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_2/events.out.tfevents.1762564514.auvsl-gpu-01.ise.illinois.edu.627158.796 b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_2/events.out.tfevents.1762564514.auvsl-gpu-01.ise.illinois.edu.627158.796
new file mode 100644
index 0000000000000000000000000000000000000000..45a303d2c88b16fe01fb7a2f034533fff8918deb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_2/events.out.tfevents.1762564514.auvsl-gpu-01.ise.illinois.edu.627158.796
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c04bf50a1a32381d1c5edb63204dee7422dbf8b35793370c592a71f34d0cb967
+size 38374
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_3/1762564535.2939074/events.out.tfevents.1762564535.auvsl-gpu-01.ise.illinois.edu.627158.799 b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_3/1762564535.2939074/events.out.tfevents.1762564535.auvsl-gpu-01.ise.illinois.edu.627158.799
new file mode 100644
index 0000000000000000000000000000000000000000..e25bcfc0609f5d482eb90d766047ef2059964d8a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_3/1762564535.2939074/events.out.tfevents.1762564535.auvsl-gpu-01.ise.illinois.edu.627158.799
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5339beb4ed2af14b749cbf1490ed2ee25dd077c1041e5d81acaa8531cd286501
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..751bbc608364b77393bafadc0269eb1feab410ba
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:467d0fb4af32f39f5f0aa45c64c2c588edac763d64f854282e18d96bcebc104e
+size 772341
diff --git a/UCI_N4/ldlt-resnet/runs/steel-plates/fold_3/events.out.tfevents.1762564526.auvsl-gpu-01.ise.illinois.edu.627158.798 b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_3/events.out.tfevents.1762564526.auvsl-gpu-01.ise.illinois.edu.627158.798
new file mode 100644
index 0000000000000000000000000000000000000000..def52e6abea5951061973977f5dc43e62a49ab31
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/steel-plates/fold_3/events.out.tfevents.1762564526.auvsl-gpu-01.ise.illinois.edu.627158.798
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bcda84051066b9c5672d2a3c628e9d0bd93a4fe662e295757e9fb4c36b9032f
+size 27678
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_0/1762564537.9977846/events.out.tfevents.1762564537.auvsl-gpu-01.ise.illinois.edu.627158.801 b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_0/1762564537.9977846/events.out.tfevents.1762564537.auvsl-gpu-01.ise.illinois.edu.627158.801
new file mode 100644
index 0000000000000000000000000000000000000000..4af9af2efde542589f3beb791253ecb2825e3fdd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_0/1762564537.9977846/events.out.tfevents.1762564537.auvsl-gpu-01.ise.illinois.edu.627158.801
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af5f2188eee707920fbbb7c6b80b9486f175d186fad465960891ff8448128077
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..478d21c83c111c44a5da8e016d8a174d6fb69eb3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7c2a80553c62c0ea70a040ee471543b29cbc377a995b43c6cf60991f568de48
+size 3057973
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_0/events.out.tfevents.1762564535.auvsl-gpu-01.ise.illinois.edu.627158.800 b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_0/events.out.tfevents.1762564535.auvsl-gpu-01.ise.illinois.edu.627158.800
new file mode 100644
index 0000000000000000000000000000000000000000..a29f7b78461b9cccadb1c84b708b995eb4f585cc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_0/events.out.tfevents.1762564535.auvsl-gpu-01.ise.illinois.edu.627158.800
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae4abf9c90c67b34478492bdb256c7fee1dd9ba5061f040a1f7e495e400aa411
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_1/1762564540.8378887/events.out.tfevents.1762564540.auvsl-gpu-01.ise.illinois.edu.627158.803 b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_1/1762564540.8378887/events.out.tfevents.1762564540.auvsl-gpu-01.ise.illinois.edu.627158.803
new file mode 100644
index 0000000000000000000000000000000000000000..d5f201e5e6d2a1272c0e21a414419ee6573e919c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_1/1762564540.8378887/events.out.tfevents.1762564540.auvsl-gpu-01.ise.illinois.edu.627158.803
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72fb61f0cd264e68e4695dd78af1b27fd0373813c4faf9417b134e732fc503ee
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a67b282a74cd2a3a55c99c334005909357a2efe8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b04e28698af8c4cea42aeef1b3162d0e48e8b602994ff19dc98a0ab0330c0c2
+size 3057973
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_1/events.out.tfevents.1762564538.auvsl-gpu-01.ise.illinois.edu.627158.802 b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_1/events.out.tfevents.1762564538.auvsl-gpu-01.ise.illinois.edu.627158.802
new file mode 100644
index 0000000000000000000000000000000000000000..67736e2bfb1c65bba9427dddfdb2aeeb68c21883
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_1/events.out.tfevents.1762564538.auvsl-gpu-01.ise.illinois.edu.627158.802
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2e62b5f47ac1aee7c2ca5266f2fbf99612a43b3b5e170beaa49c044a5eb2243
+size 15071
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_2/1762564544.3412356/events.out.tfevents.1762564544.auvsl-gpu-01.ise.illinois.edu.627158.805 b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_2/1762564544.3412356/events.out.tfevents.1762564544.auvsl-gpu-01.ise.illinois.edu.627158.805
new file mode 100644
index 0000000000000000000000000000000000000000..3bc7a81811bf0ff7a864abd0b3a2572ff301bd19
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_2/1762564544.3412356/events.out.tfevents.1762564544.auvsl-gpu-01.ise.illinois.edu.627158.805
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efe09a5e7b29410940634630301186af9ad60404c6fdbedeff95c5c20897297a
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..461fae09ae72161e832bfdb58f480e473afae48c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15071f49f167b98aa6f1c0e111a8fb558140f417fe6d7d9efcad30c0dc9ec506
+size 3057973
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_2/events.out.tfevents.1762564540.auvsl-gpu-01.ise.illinois.edu.627158.804 b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_2/events.out.tfevents.1762564540.auvsl-gpu-01.ise.illinois.edu.627158.804
new file mode 100644
index 0000000000000000000000000000000000000000..00370c3c9bde9ef53e70cf837fc627afab53f789
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_2/events.out.tfevents.1762564540.auvsl-gpu-01.ise.illinois.edu.627158.804
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73ff71ffddcd20b09227ae2bf7885a774c619342e51473157daecfd541eec123
+size 20038
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_3/1762564548.5242457/events.out.tfevents.1762564548.auvsl-gpu-01.ise.illinois.edu.627158.807 b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_3/1762564548.5242457/events.out.tfevents.1762564548.auvsl-gpu-01.ise.illinois.edu.627158.807
new file mode 100644
index 0000000000000000000000000000000000000000..12a5a348821d86ebe45152fd12c2279c1a58bb1e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_3/1762564548.5242457/events.out.tfevents.1762564548.auvsl-gpu-01.ise.illinois.edu.627158.807
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83eb9694587ba6b6e5c7c56a41c394f82618b38a014daefe8500206b92419c60
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bd8d0a7ebbcfcf81f25e97024d8af0f539fa8f97
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fda0cb1adfbfe2ae6ff2b500d2d31d5da43333d082190deb914b3dc49a87f18d
+size 3057973
diff --git a/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_3/events.out.tfevents.1762564544.auvsl-gpu-01.ise.illinois.edu.627158.806 b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_3/events.out.tfevents.1762564544.auvsl-gpu-01.ise.illinois.edu.627158.806
new file mode 100644
index 0000000000000000000000000000000000000000..a1d4f12c2675ad38986ffa04a48b716c41cdf109
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/synthetic-control/fold_3/events.out.tfevents.1762564544.auvsl-gpu-01.ise.illinois.edu.627158.806
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65f40de30a5161d5481b508a03e8e529c2d61c0880fa53424214ecd8893030f8
+size 22330
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_0/1762564550.0680802/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.809 b/UCI_N4/ldlt-resnet/runs/teaching/fold_0/1762564550.0680802/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.809
new file mode 100644
index 0000000000000000000000000000000000000000..df73b5ba24ce5f5244cd48557b22bb22b126fd02
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_0/1762564550.0680802/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.809
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e42e92b57b0a18c6c7dca52e4714981788c5458acf516f47eaf3bdaffdf0b5e
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/teaching/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..28a7d4e1c68d8ab9fde19987888577ae1f304b84
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8971788b51405d0f7e52818a4b51e7e75e5eeaac9c041ab5e66aaaff6e712296
+size 59765
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_0/events.out.tfevents.1762564548.auvsl-gpu-01.ise.illinois.edu.627158.808 b/UCI_N4/ldlt-resnet/runs/teaching/fold_0/events.out.tfevents.1762564548.auvsl-gpu-01.ise.illinois.edu.627158.808
new file mode 100644
index 0000000000000000000000000000000000000000..8645f16534f06090968006deb262b3f763834a88
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_0/events.out.tfevents.1762564548.auvsl-gpu-01.ise.illinois.edu.627158.808
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39e4f009e1b78285a5fc5a6c822424284a996037c04bf2c8aafeeaabe441afcb
+size 23476
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_1/1762564550.847133/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.811 b/UCI_N4/ldlt-resnet/runs/teaching/fold_1/1762564550.847133/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.811
new file mode 100644
index 0000000000000000000000000000000000000000..226d4440e7258a39a9e5acc5dd15d5cb9d798a90
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_1/1762564550.847133/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.811
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f5dcf74a11f7713fdf3f6f5ed0f94e8b3ab21e422f8e95a134ad05a46655dc1
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/teaching/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1e0d0b221e508be514d6b1247fd22b74e06b2726
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ea4174137af4c8c55761bcd35fd84e83610e5c68c814ea3538a5dc2b01a266d
+size 59765
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_1/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.810 b/UCI_N4/ldlt-resnet/runs/teaching/fold_1/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.810
new file mode 100644
index 0000000000000000000000000000000000000000..34a78de526bdf972c20532264114d1579e183861
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_1/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.810
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:961b2db9e15ba5e205e36310859e708043a20f7c5a7da755beed95ae718955a9
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_2/1762564551.6069858/events.out.tfevents.1762564551.auvsl-gpu-01.ise.illinois.edu.627158.813 b/UCI_N4/ldlt-resnet/runs/teaching/fold_2/1762564551.6069858/events.out.tfevents.1762564551.auvsl-gpu-01.ise.illinois.edu.627158.813
new file mode 100644
index 0000000000000000000000000000000000000000..fb7b1976f1677685147448fe597bb31eb5f40ad1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_2/1762564551.6069858/events.out.tfevents.1762564551.auvsl-gpu-01.ise.illinois.edu.627158.813
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72007fd4e4077e9e8e3bb5c2dff23783377588836f93227708639f3fff2c1bbb
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/teaching/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b387f41de68f5b6ef61fdd0be3eb9b37ae0174f8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed72189b01cde9e6a1be1e0f142d40505265828d5a315cbb3c28332418c5a868
+size 59765
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_2/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.812 b/UCI_N4/ldlt-resnet/runs/teaching/fold_2/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.812
new file mode 100644
index 0000000000000000000000000000000000000000..d32a8601d8a7fc3421e6c68315b8af4146f1403e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_2/events.out.tfevents.1762564550.auvsl-gpu-01.ise.illinois.edu.627158.812
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2927c09f5c86b0b42fea96573c7926e6593c5fb697f4314060492472530988c0
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_3/1762564553.3592315/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627158.815 b/UCI_N4/ldlt-resnet/runs/teaching/fold_3/1762564553.3592315/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627158.815
new file mode 100644
index 0000000000000000000000000000000000000000..2e11f655f84db5dd6e8ffd0a7486916a3b37a708
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_3/1762564553.3592315/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627158.815
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a974fe46618203132bb6d3184b712fcd0cee2c5ffd01b0adb3eeea0c745b56f0
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/teaching/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..012e587d37317bdfb894133281eb347eb8106669
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2ecaf9054f670b4ff23cc836322c4fab3a2e08f2798a943fb529b5b5478d540
+size 59765
diff --git a/UCI_N4/ldlt-resnet/runs/teaching/fold_3/events.out.tfevents.1762564551.auvsl-gpu-01.ise.illinois.edu.627158.814 b/UCI_N4/ldlt-resnet/runs/teaching/fold_3/events.out.tfevents.1762564551.auvsl-gpu-01.ise.illinois.edu.627158.814
new file mode 100644
index 0000000000000000000000000000000000000000..60c61ad49958a44a3635448933a709dc8b4e72b6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/teaching/fold_3/events.out.tfevents.1762564551.auvsl-gpu-01.ise.illinois.edu.627158.814
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89ac5dae30ed54f87b888eae3778700a32cae4fede9748ae350caeeadef06047
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_0/1762564587.141651/events.out.tfevents.1762564587.auvsl-gpu-01.ise.illinois.edu.627158.817 b/UCI_N4/ldlt-resnet/runs/thyroid/fold_0/1762564587.141651/events.out.tfevents.1762564587.auvsl-gpu-01.ise.illinois.edu.627158.817
new file mode 100644
index 0000000000000000000000000000000000000000..c7ae42e3e00f1b78f6ebd0f1c2adbe5ada8ee153
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_0/1762564587.141651/events.out.tfevents.1762564587.auvsl-gpu-01.ise.illinois.edu.627158.817
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dcc38f639fc6ed9ae6c6d7fb2a5b9b40414fd06be05b86a0ff75d7fa63bd095
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/thyroid/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b1d19e104a6efbf95fc616413b28b5353bce1af8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d78554880c9ff85bf8fc3232db5914fe1cfa48c4494c21f924d6be1ced6f94f
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_0/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627158.816 b/UCI_N4/ldlt-resnet/runs/thyroid/fold_0/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627158.816
new file mode 100644
index 0000000000000000000000000000000000000000..aa8aa1d2a265e7d4d288cb0192956ea32e11546c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_0/events.out.tfevents.1762564553.auvsl-gpu-01.ise.illinois.edu.627158.816
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc64a4d72b56b20c3476a681dd5956ed2d1cee8a18cdcc90b6a2a23eef5fa43c
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_1/1762564628.1016533/events.out.tfevents.1762564628.auvsl-gpu-01.ise.illinois.edu.627158.819 b/UCI_N4/ldlt-resnet/runs/thyroid/fold_1/1762564628.1016533/events.out.tfevents.1762564628.auvsl-gpu-01.ise.illinois.edu.627158.819
new file mode 100644
index 0000000000000000000000000000000000000000..c06800402a635a754ccff777c7c6da337a261057
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_1/1762564628.1016533/events.out.tfevents.1762564628.auvsl-gpu-01.ise.illinois.edu.627158.819
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8321cf14310cf392e31f8c14069234e06cd731c6f8a5e3dd48a25e7ea097dacb
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/thyroid/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6448c81d9fdf63d637d93e504b67fda62dded1c7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3407ef319dca0031027dffa11243a77006215c9cf77eb9b9deabdad25769ec13
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_1/events.out.tfevents.1762564587.auvsl-gpu-01.ise.illinois.edu.627158.818 b/UCI_N4/ldlt-resnet/runs/thyroid/fold_1/events.out.tfevents.1762564587.auvsl-gpu-01.ise.illinois.edu.627158.818
new file mode 100644
index 0000000000000000000000000000000000000000..57362bfa01344872953c8c4143602192358eb8fe
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_1/events.out.tfevents.1762564587.auvsl-gpu-01.ise.illinois.edu.627158.818
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7d22eea04bf1e860738f722094136e6ac0083916c5e8129bcaf1586b39361b2
+size 20802
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_2/1762564671.4133933/events.out.tfevents.1762564671.auvsl-gpu-01.ise.illinois.edu.627158.821 b/UCI_N4/ldlt-resnet/runs/thyroid/fold_2/1762564671.4133933/events.out.tfevents.1762564671.auvsl-gpu-01.ise.illinois.edu.627158.821
new file mode 100644
index 0000000000000000000000000000000000000000..bc5e1312e5b740c148a7e751aac66a7a74365023
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_2/1762564671.4133933/events.out.tfevents.1762564671.auvsl-gpu-01.ise.illinois.edu.627158.821
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:067a09cf62c5a5217684a624527b904b3e3f873198603d5206eed1db51a18be4
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/thyroid/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4d4e27a32fa5b542189c1679c903146564f5b5a2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b68809b24728c53a92751ab8e17dc7c722659ea20bc18174c8392f0226e6c5b
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_2/events.out.tfevents.1762564628.auvsl-gpu-01.ise.illinois.edu.627158.820 b/UCI_N4/ldlt-resnet/runs/thyroid/fold_2/events.out.tfevents.1762564628.auvsl-gpu-01.ise.illinois.edu.627158.820
new file mode 100644
index 0000000000000000000000000000000000000000..7f74e5442c154e5405af27c4a22b4781f3dd004e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_2/events.out.tfevents.1762564628.auvsl-gpu-01.ise.illinois.edu.627158.820
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e3ea1b5be4f77729baa90af4db01e74dc3430f4275ae2bf0177ac81fc1c4923
+size 23858
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_3/1762564703.7938821/events.out.tfevents.1762564703.auvsl-gpu-01.ise.illinois.edu.627158.823 b/UCI_N4/ldlt-resnet/runs/thyroid/fold_3/1762564703.7938821/events.out.tfevents.1762564703.auvsl-gpu-01.ise.illinois.edu.627158.823
new file mode 100644
index 0000000000000000000000000000000000000000..70bdce765b7e6f4ac95d4442b9af224e53409b95
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_3/1762564703.7938821/events.out.tfevents.1762564703.auvsl-gpu-01.ise.illinois.edu.627158.823
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a87d5f4308f6127749e224f2c8a1ae93c17cc2e6ee401f5ab34ff685eee96fea
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/thyroid/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c4a233bff8ac59a9b0b5fb79709b3c40ae8f077c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0a05a7bfb371f9e6b1ee91e13edfcb911f77a1c418e0341634e10278c050581
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/thyroid/fold_3/events.out.tfevents.1762564671.auvsl-gpu-01.ise.illinois.edu.627158.822 b/UCI_N4/ldlt-resnet/runs/thyroid/fold_3/events.out.tfevents.1762564671.auvsl-gpu-01.ise.illinois.edu.627158.822
new file mode 100644
index 0000000000000000000000000000000000000000..038fd9c6ddec28245e5269ea83bbb7eb068c003c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/thyroid/fold_3/events.out.tfevents.1762564671.auvsl-gpu-01.ise.illinois.edu.627158.822
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8db5700e640b26c49f2b37f366dfaec56d0cc74cee4f3d10b54288eb2bc95f1
+size 16982
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6d95fe93debf9e6db0671658fd5d4dd83d446d4c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef1e88b9e7d770310e5909ed2c9d86140f334f2b8f857c246fae32675b365d7f
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_0/events.out.tfevents.1762564569.auvsl-gpu-01.ise.illinois.edu.627155.632 b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_0/events.out.tfevents.1762564569.auvsl-gpu-01.ise.illinois.edu.627155.632
new file mode 100644
index 0000000000000000000000000000000000000000..fc2d1e52d9f19850d838673c4c9428d76bcc2947
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_0/events.out.tfevents.1762564569.auvsl-gpu-01.ise.illinois.edu.627155.632
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0e90d937fefa8e5048aec10609bf8c77af17db3aabb0d30ed33c87158f7fbf5
+size 35700
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9a0e573fbf1580b7013c3975aff1c5af66e5fd79
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d70c52a9ce3c66bb8a4be8282d13308dc05882dfaa594a2f6dff8a0df5a2e82c
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..897381695e4dba3581f485b56d1e2c3373aba1ea
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35752b55791c5da3cd3d72905e7013897e0cc99fad2e146b0abb3e4ae3f42a01
+size 61173
diff --git a/UCI_N4/ldlt/runs/heart-cleveland/fold_0/1762561420.1101387/events.out.tfevents.1762561420.auvsl-gpu-01.ise.illinois.edu.627155.281 b/UCI_N4/ldlt/runs/heart-cleveland/fold_0/1762561420.1101387/events.out.tfevents.1762561420.auvsl-gpu-01.ise.illinois.edu.627155.281
new file mode 100644
index 0000000000000000000000000000000000000000..8a6da70e6fc499cb94fea11624c465db45d72b01
--- /dev/null
+++ b/UCI_N4/ldlt/runs/heart-cleveland/fold_0/1762561420.1101387/events.out.tfevents.1762561420.auvsl-gpu-01.ise.illinois.edu.627155.281
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:423bbbe2d408100fedb609c332c608dfd1d014127645b42efa74f5118e89d584
+size 1177
diff --git a/UCI_N4/ldlt/runs/heart-switzerland/fold_3/1762561427.000559/events.out.tfevents.1762561427.auvsl-gpu-01.ise.illinois.edu.627155.295 b/UCI_N4/ldlt/runs/heart-switzerland/fold_3/1762561427.000559/events.out.tfevents.1762561427.auvsl-gpu-01.ise.illinois.edu.627155.295
new file mode 100644
index 0000000000000000000000000000000000000000..67705860804007efc6e25bc440a733879616b6cf
--- /dev/null
+++ b/UCI_N4/ldlt/runs/heart-switzerland/fold_3/1762561427.000559/events.out.tfevents.1762561427.auvsl-gpu-01.ise.illinois.edu.627155.295
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:237133d00b16968781561cf8f5a92ff21991b617299c540606a3b9cc133cebc9
+size 1179
diff --git a/UCI_N4/ldlt/runs/heart-va/fold_0/best_state.pth b/UCI_N4/ldlt/runs/heart-va/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a2de52926ff9ea12e8108324343585c41d799f13
--- /dev/null
+++ b/UCI_N4/ldlt/runs/heart-va/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:120839936f718e2650ee15578ff3c43ac15c5994231d1778c29953420ea92d5a
+size 55797
diff --git a/UCI_N4/ldlt/runs/heart-va/fold_3/best_state.pth b/UCI_N4/ldlt/runs/heart-va/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cca6df7721f1c88fb97d3cbe1c73b6e43c530f8c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/heart-va/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed5785217230505a41afb9c459f66b31c4b01f4ffba23b01bcd925a0f74bb116
+size 55797
diff --git a/UCI_N4/ldlt/runs/hill-valley/fold_0/best_state.pth b/UCI_N4/ldlt/runs/hill-valley/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..08189d0bb61c37118ce27100936b16ae1312ab5d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/hill-valley/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38e66fa20e9117d3497cfe89b86fd2c43b3e2e66fe316b023286a802261ae49e
+size 6112693
diff --git a/UCI_N4/ldlt/runs/hill-valley/fold_1/best_state.pth b/UCI_N4/ldlt/runs/hill-valley/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0d1f0a18bdc219b1ad5eb99087455dd26d8edce8
--- /dev/null
+++ b/UCI_N4/ldlt/runs/hill-valley/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd57a5fcc9ce66e2e366074007fd54f8ac3fccb4c4bc098f6be560eae9618e6d
+size 6112693
diff --git a/UCI_N4/ldlt/runs/hill-valley/fold_3/best_state.pth b/UCI_N4/ldlt/runs/hill-valley/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..314c67083a2e348330cc14ef39a79128f2baf6ff
--- /dev/null
+++ b/UCI_N4/ldlt/runs/hill-valley/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05c37dd52e7010c95a2787a5dc67a42b12c11f60343b827ba9c169bc56dfa004
+size 6112693
diff --git a/UCI_N4/ldlt/runs/horse-colic/fold_0/events.out.tfevents.1762561430.auvsl-gpu-01.ise.illinois.edu.627155.304 b/UCI_N4/ldlt/runs/horse-colic/fold_0/events.out.tfevents.1762561430.auvsl-gpu-01.ise.illinois.edu.627155.304
new file mode 100644
index 0000000000000000000000000000000000000000..2fbcdd2d23b0c85a46f2bede2048e66bd5b90cbf
--- /dev/null
+++ b/UCI_N4/ldlt/runs/horse-colic/fold_0/events.out.tfevents.1762561430.auvsl-gpu-01.ise.illinois.edu.627155.304
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd834f311a018ac764dd76473e156b56253296c9b9a6e3e39430a5241956d7a1
+size 15836
diff --git a/UCI_N4/ldlt/runs/horse-colic/fold_2/1762561434.7792628/events.out.tfevents.1762561434.auvsl-gpu-01.ise.illinois.edu.627155.309 b/UCI_N4/ldlt/runs/horse-colic/fold_2/1762561434.7792628/events.out.tfevents.1762561434.auvsl-gpu-01.ise.illinois.edu.627155.309
new file mode 100644
index 0000000000000000000000000000000000000000..149b8c598a633b344178438f9b321b1abcc9aea5
--- /dev/null
+++ b/UCI_N4/ldlt/runs/horse-colic/fold_2/1762561434.7792628/events.out.tfevents.1762561434.auvsl-gpu-01.ise.illinois.edu.627155.309
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1964336abf1c23e157ea1e8773dff44ed39389cd7b17fc50ecbaeabd82597e6e
+size 1173
diff --git a/UCI_N4/ldlt/runs/horse-colic/fold_2/best_state.pth b/UCI_N4/ldlt/runs/horse-colic/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..029b30f617c916029c2e54ac2995d03dc6301a5a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/horse-colic/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e00cc5d9ca0ac60f21d739e7697f3fa4381cd1d1a9ad8f868edf012d6e50ceaf
+size 685301
diff --git a/UCI_N4/ldlt/runs/horse-colic/fold_3/best_state.pth b/UCI_N4/ldlt/runs/horse-colic/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7dce641f200f23ac0f3508b0905b71c9ae69b893
--- /dev/null
+++ b/UCI_N4/ldlt/runs/horse-colic/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33175b3a9c95c46edd9fdfc128a3cd388211726a4204950791726c262dda083e
+size 685301
diff --git a/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_0/1762561437.5206227/events.out.tfevents.1762561437.auvsl-gpu-01.ise.illinois.edu.627155.313 b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_0/1762561437.5206227/events.out.tfevents.1762561437.auvsl-gpu-01.ise.illinois.edu.627155.313
new file mode 100644
index 0000000000000000000000000000000000000000..6bd081efe5ec6e69889457525def4feb33551685
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_0/1762561437.5206227/events.out.tfevents.1762561437.auvsl-gpu-01.ise.illinois.edu.627155.313
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:714110530594c521497b1ed4e9f7b9bcd3e32996c5697d5547584c66bd9b9ccb
+size 1179
diff --git a/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_1/best_state.pth b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ce539325c08161b0fed8d29639ce91f9e1715bef
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b245baf34fcd16ce01b2f3b625181530e3c1916ee618b1f585fc3f9adb42b06d
+size 54773
diff --git a/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_2/best_state.pth b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c3f630081e41d37b665d28f726ed2f7d21c4d393
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea9ab33ce6b60d99a110e6df534d871054adcbcaddc922b2f5aab032b89a467a
+size 54773
diff --git a/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_2/events.out.tfevents.1762561438.auvsl-gpu-01.ise.illinois.edu.627155.316 b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_2/events.out.tfevents.1762561438.auvsl-gpu-01.ise.illinois.edu.627155.316
new file mode 100644
index 0000000000000000000000000000000000000000..057b0965616d682a4ece6a1f1674380fe6fc2e9c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_2/events.out.tfevents.1762561438.auvsl-gpu-01.ise.illinois.edu.627155.316
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92fd6dd06facbe225acb29925423626851ad43b83fa1f1a827a00db74c5d5496
+size 13925
diff --git a/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_3/best_state.pth b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c985208498f32250317bf46ab5bd472b0fec2af8
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ilpd-indian-liver/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16f18c83ea4e416d3eb06d2e9eefdf0559f9bce5ca7c2e588c006ee11b3221cc
+size 54773
diff --git a/UCI_N4/ldlt/runs/image-segmentation/fold_0/1762561456.7896397/events.out.tfevents.1762561456.auvsl-gpu-01.ise.illinois.edu.627155.321 b/UCI_N4/ldlt/runs/image-segmentation/fold_0/1762561456.7896397/events.out.tfevents.1762561456.auvsl-gpu-01.ise.illinois.edu.627155.321
new file mode 100644
index 0000000000000000000000000000000000000000..0dab8ca05f27113ac04a509c5968f8a5430fcf86
--- /dev/null
+++ b/UCI_N4/ldlt/runs/image-segmentation/fold_0/1762561456.7896397/events.out.tfevents.1762561456.auvsl-gpu-01.ise.illinois.edu.627155.321
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de8ff56db24afa420ba52ab9ef4718e3dc98e00ef4dd3ca610ea7dd4af4e3d51
+size 1180
diff --git a/UCI_N4/ldlt/runs/image-segmentation/fold_0/best_state.pth b/UCI_N4/ldlt/runs/image-segmentation/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..83d8a7f31919971dd6019f5c5717de9b841a2a8d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/image-segmentation/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31b7e5c6655d2502712cc03f56ac55548f31eb112b4666ec2d87e4dba0d335ff
+size 184117
diff --git a/UCI_N4/ldlt/runs/image-segmentation/fold_2/1762561488.038177/events.out.tfevents.1762561488.auvsl-gpu-01.ise.illinois.edu.627155.325 b/UCI_N4/ldlt/runs/image-segmentation/fold_2/1762561488.038177/events.out.tfevents.1762561488.auvsl-gpu-01.ise.illinois.edu.627155.325
new file mode 100644
index 0000000000000000000000000000000000000000..986ccf3110037a1c4d3c65e151de0c13ead9f0b8
--- /dev/null
+++ b/UCI_N4/ldlt/runs/image-segmentation/fold_2/1762561488.038177/events.out.tfevents.1762561488.auvsl-gpu-01.ise.illinois.edu.627155.325
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16de330441a393e2642ae359397da9d563dd801f268737bbd1e118873ba56f6f
+size 1180
diff --git a/UCI_N4/ldlt/runs/image-segmentation/fold_2/best_state.pth b/UCI_N4/ldlt/runs/image-segmentation/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bcd4142802a4cfe1bdb0534166e1cda82b0b61ba
--- /dev/null
+++ b/UCI_N4/ldlt/runs/image-segmentation/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10b433cce6f777e7c801d1aca114c411c9d835870200a9cbf474b538f58a957f
+size 184117
diff --git a/UCI_N4/ldlt/runs/ionosphere/fold_0/1762561477.8447037/events.out.tfevents.1762561477.auvsl-gpu-01.ise.illinois.edu.627158.217 b/UCI_N4/ldlt/runs/ionosphere/fold_0/1762561477.8447037/events.out.tfevents.1762561477.auvsl-gpu-01.ise.illinois.edu.627158.217
new file mode 100644
index 0000000000000000000000000000000000000000..fc62c145d04dbe7294cc6c0bc9f5ab1c4a6885c4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ionosphere/fold_0/1762561477.8447037/events.out.tfevents.1762561477.auvsl-gpu-01.ise.illinois.edu.627158.217
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61dfce8a5edfa058ac1f700bd8259108eebbdf844cab9cb4df72bea808f22029
+size 1172
diff --git a/UCI_N4/ldlt/runs/ionosphere/fold_0/best_state.pth b/UCI_N4/ldlt/runs/ionosphere/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..58ff6cec5d8e575d5006055f16c7ae5dd908fcaa
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ionosphere/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2ae8971c0808d77743132adc1a19a91a3e1aaafd67b7765387e34726ef239e7
+size 691253
diff --git a/UCI_N4/ldlt/runs/ionosphere/fold_1/1762561479.3633103/events.out.tfevents.1762561479.auvsl-gpu-01.ise.illinois.edu.627158.219 b/UCI_N4/ldlt/runs/ionosphere/fold_1/1762561479.3633103/events.out.tfevents.1762561479.auvsl-gpu-01.ise.illinois.edu.627158.219
new file mode 100644
index 0000000000000000000000000000000000000000..88fb458aa9349388c0537259ade1a02d481e1056
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ionosphere/fold_1/1762561479.3633103/events.out.tfevents.1762561479.auvsl-gpu-01.ise.illinois.edu.627158.219
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a05e927ad38607cdff80c96356d021bc4f356ac62f1561e6ab919469f94d981a
+size 1172
diff --git a/UCI_N4/ldlt/runs/ionosphere/fold_1/events.out.tfevents.1762561477.auvsl-gpu-01.ise.illinois.edu.627158.218 b/UCI_N4/ldlt/runs/ionosphere/fold_1/events.out.tfevents.1762561477.auvsl-gpu-01.ise.illinois.edu.627158.218
new file mode 100644
index 0000000000000000000000000000000000000000..963fa1279054456cee47dc75fc8d8289af5fd593
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ionosphere/fold_1/events.out.tfevents.1762561477.auvsl-gpu-01.ise.illinois.edu.627158.218
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ff511bf4e5c91bdbe990195d22124a1f83cc8cbf0473633b69f59dceb48819c
+size 18510
diff --git a/UCI_N4/ldlt/runs/ionosphere/fold_2/events.out.tfevents.1762561479.auvsl-gpu-01.ise.illinois.edu.627158.220 b/UCI_N4/ldlt/runs/ionosphere/fold_2/events.out.tfevents.1762561479.auvsl-gpu-01.ise.illinois.edu.627158.220
new file mode 100644
index 0000000000000000000000000000000000000000..8f62707996f909a5be9fa82d924463eb64215a08
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ionosphere/fold_2/events.out.tfevents.1762561479.auvsl-gpu-01.ise.illinois.edu.627158.220
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02a7ec44cf1f7cd6ab3dec7ffb98b83116629ecaf4769fd7fb31203b9779e8d5
+size 21184
diff --git a/UCI_N4/ldlt/runs/ionosphere/fold_3/1762561482.9732573/events.out.tfevents.1762561482.auvsl-gpu-01.ise.illinois.edu.627158.223 b/UCI_N4/ldlt/runs/ionosphere/fold_3/1762561482.9732573/events.out.tfevents.1762561482.auvsl-gpu-01.ise.illinois.edu.627158.223
new file mode 100644
index 0000000000000000000000000000000000000000..dc884a3736a68a25a55d1faa1f9a79e1d146a78b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ionosphere/fold_3/1762561482.9732573/events.out.tfevents.1762561482.auvsl-gpu-01.ise.illinois.edu.627158.223
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03c17d6d963f641ff473c558ee57ed6c117efb79ad4e049e73ea9a42cc5b6a5a
+size 1172
diff --git a/UCI_N4/ldlt/runs/iris/fold_0/1762561484.5666401/events.out.tfevents.1762561484.auvsl-gpu-01.ise.illinois.edu.627158.225 b/UCI_N4/ldlt/runs/iris/fold_0/1762561484.5666401/events.out.tfevents.1762561484.auvsl-gpu-01.ise.illinois.edu.627158.225
new file mode 100644
index 0000000000000000000000000000000000000000..cc3343a7af2f64fe0caa1b48038ae50872d6448b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/iris/fold_0/1762561484.5666401/events.out.tfevents.1762561484.auvsl-gpu-01.ise.illinois.edu.627158.225
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50307d409c2718e7db52cf84e509b18b5353482c71f273e045ff633ef117d7ee
+size 1166
diff --git a/UCI_N4/ldlt/runs/iris/fold_0/events.out.tfevents.1762561482.auvsl-gpu-01.ise.illinois.edu.627158.224 b/UCI_N4/ldlt/runs/iris/fold_0/events.out.tfevents.1762561482.auvsl-gpu-01.ise.illinois.edu.627158.224
new file mode 100644
index 0000000000000000000000000000000000000000..b46df79b511082746d1ccab7f16fa88db62d9b87
--- /dev/null
+++ b/UCI_N4/ldlt/runs/iris/fold_0/events.out.tfevents.1762561482.auvsl-gpu-01.ise.illinois.edu.627158.224
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac959ff25e20de88af2fcf8a410d228267e4dcad94ceac5ec8053939ed97ffde
+size 34554
diff --git a/UCI_N4/ldlt/runs/iris/fold_1/best_state.pth b/UCI_N4/ldlt/runs/iris/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..98d625b15a76ac3874b441740a872d0ea5c5c8d4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/iris/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1e323bba82158c855b9a2e70f613fb38ac4424e975fcfd252ff9c0610d80417
+size 54005
diff --git a/UCI_N4/ldlt/runs/iris/fold_2/1762561486.518922/events.out.tfevents.1762561486.auvsl-gpu-01.ise.illinois.edu.627158.229 b/UCI_N4/ldlt/runs/iris/fold_2/1762561486.518922/events.out.tfevents.1762561486.auvsl-gpu-01.ise.illinois.edu.627158.229
new file mode 100644
index 0000000000000000000000000000000000000000..61df64a8275281e524aa0b4a078c563f2f71fd59
--- /dev/null
+++ b/UCI_N4/ldlt/runs/iris/fold_2/1762561486.518922/events.out.tfevents.1762561486.auvsl-gpu-01.ise.illinois.edu.627158.229
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1db132fa752b51b77ae28baa20c735839c64c686b17e05b6f0117e4654cc7a6a
+size 1166
diff --git a/UCI_N4/ldlt/runs/iris/fold_2/best_state.pth b/UCI_N4/ldlt/runs/iris/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..99db0d296a1679273a909532e7b8ffe693d6583e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/iris/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44ab050cebb99476b3739cc0061cc9c190fd3a7edc319c1ed210e939e9596d44
+size 54005
diff --git a/UCI_N4/ldlt/runs/iris/fold_3/1762561487.3278947/events.out.tfevents.1762561487.auvsl-gpu-01.ise.illinois.edu.627158.231 b/UCI_N4/ldlt/runs/iris/fold_3/1762561487.3278947/events.out.tfevents.1762561487.auvsl-gpu-01.ise.illinois.edu.627158.231
new file mode 100644
index 0000000000000000000000000000000000000000..07ca529e92b03942283a43453d1cd24691d79d6a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/iris/fold_3/1762561487.3278947/events.out.tfevents.1762561487.auvsl-gpu-01.ise.illinois.edu.627158.231
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56281d7eb5906ea421778ffeaa8d64f2cf1b3cd51316b23449741faee7de2321
+size 1166
diff --git a/UCI_N4/ldlt/runs/led-display/fold_0/1762561491.3611174/events.out.tfevents.1762561491.auvsl-gpu-01.ise.illinois.edu.627158.233 b/UCI_N4/ldlt/runs/led-display/fold_0/1762561491.3611174/events.out.tfevents.1762561491.auvsl-gpu-01.ise.illinois.edu.627158.233
new file mode 100644
index 0000000000000000000000000000000000000000..3cdfeacd5d8adff904616cd5599f6fd32aeed965
--- /dev/null
+++ b/UCI_N4/ldlt/runs/led-display/fold_0/1762561491.3611174/events.out.tfevents.1762561491.auvsl-gpu-01.ise.illinois.edu.627158.233
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fe0cdc8042dcf248abdf119d6bc2e5057c0edb3e54bd702b91c9a7e049ccde5
+size 1173
diff --git a/UCI_N4/ldlt/runs/led-display/fold_0/events.out.tfevents.1762561487.auvsl-gpu-01.ise.illinois.edu.627158.232 b/UCI_N4/ldlt/runs/led-display/fold_0/events.out.tfevents.1762561487.auvsl-gpu-01.ise.illinois.edu.627158.232
new file mode 100644
index 0000000000000000000000000000000000000000..80bc2c7d62cd645adb9b757312eb11b36af40eea
--- /dev/null
+++ b/UCI_N4/ldlt/runs/led-display/fold_0/events.out.tfevents.1762561487.auvsl-gpu-01.ise.illinois.edu.627158.232
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b34da49f62a2d2fcd1dffe8dfff2d64db77fc9d192d30f53cb97c1aae484bfce
+size 29206
diff --git a/UCI_N4/ldlt/runs/led-display/fold_1/1762561495.3866637/events.out.tfevents.1762561495.auvsl-gpu-01.ise.illinois.edu.627158.235 b/UCI_N4/ldlt/runs/led-display/fold_1/1762561495.3866637/events.out.tfevents.1762561495.auvsl-gpu-01.ise.illinois.edu.627158.235
new file mode 100644
index 0000000000000000000000000000000000000000..8fc0e8da4e827bc59d8c443d68008b18ce3ec2e6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/led-display/fold_1/1762561495.3866637/events.out.tfevents.1762561495.auvsl-gpu-01.ise.illinois.edu.627158.235
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1aa117f39a45e63c03773a9b47ba9e4603dbe252589ce8c7bf5d29c22ed9421c
+size 1173
diff --git a/UCI_N4/ldlt/runs/led-display/fold_1/best_state.pth b/UCI_N4/ldlt/runs/led-display/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..538c7d900956e9d5714f3bb149cc160664b9751f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/led-display/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a082628fb4bbf18694fe545204359a0108756be376de6843b39641e2c793451
+size 55413
diff --git a/UCI_N4/ldlt/runs/led-display/fold_1/events.out.tfevents.1762561491.auvsl-gpu-01.ise.illinois.edu.627158.234 b/UCI_N4/ldlt/runs/led-display/fold_1/events.out.tfevents.1762561491.auvsl-gpu-01.ise.illinois.edu.627158.234
new file mode 100644
index 0000000000000000000000000000000000000000..f8bff20f9753b2f35309276d21accb68a4116a45
--- /dev/null
+++ b/UCI_N4/ldlt/runs/led-display/fold_1/events.out.tfevents.1762561491.auvsl-gpu-01.ise.illinois.edu.627158.234
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:148d62b8a95176da875d97e6a5f36f8caffb5f5c8ba813112c29015afce12364
+size 29970
diff --git a/UCI_N4/ldlt/runs/led-display/fold_2/best_state.pth b/UCI_N4/ldlt/runs/led-display/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..74fbb74051337f45e546f5797ad70b9608088f66
--- /dev/null
+++ b/UCI_N4/ldlt/runs/led-display/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32fa359a51a2175b1ad1d7367120872a24f4e8f56ad1082230c5d59c116317f3
+size 55413
diff --git a/UCI_N4/ldlt/runs/led-display/fold_2/events.out.tfevents.1762561495.auvsl-gpu-01.ise.illinois.edu.627158.236 b/UCI_N4/ldlt/runs/led-display/fold_2/events.out.tfevents.1762561495.auvsl-gpu-01.ise.illinois.edu.627158.236
new file mode 100644
index 0000000000000000000000000000000000000000..c53fc025948ca5898a5720b02419642cb25a3410
--- /dev/null
+++ b/UCI_N4/ldlt/runs/led-display/fold_2/events.out.tfevents.1762561495.auvsl-gpu-01.ise.illinois.edu.627158.236
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72ccd01331651d6d573fd3c8aaf61b462c9867379df4dab200b787a32bcfb86c
+size 25004
diff --git a/UCI_N4/ldlt/runs/led-display/fold_3/1762561503.0855153/events.out.tfevents.1762561503.auvsl-gpu-01.ise.illinois.edu.627158.239 b/UCI_N4/ldlt/runs/led-display/fold_3/1762561503.0855153/events.out.tfevents.1762561503.auvsl-gpu-01.ise.illinois.edu.627158.239
new file mode 100644
index 0000000000000000000000000000000000000000..4fa17658a0a2b7668aed04667bda4f333a02acd6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/led-display/fold_3/1762561503.0855153/events.out.tfevents.1762561503.auvsl-gpu-01.ise.illinois.edu.627158.239
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf2a89e2c4f85e5cdccc71735f7ea378a0ef44b815a4d596885cda5f7136be1e
+size 1173
diff --git a/UCI_N4/ldlt/runs/led-display/fold_3/best_state.pth b/UCI_N4/ldlt/runs/led-display/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8d93f09594a2272403877b3d5342a0709bfdf5de
--- /dev/null
+++ b/UCI_N4/ldlt/runs/led-display/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e940ba99814165091b32429703fd242dc12a6d4084824c7001f4b3dfa9087a4
+size 55413
diff --git a/UCI_N4/ldlt/runs/lenses/fold_0/1762561500.1499674/events.out.tfevents.1762561500.auvsl-gpu-01.ise.illinois.edu.627155.329 b/UCI_N4/ldlt/runs/lenses/fold_0/1762561500.1499674/events.out.tfevents.1762561500.auvsl-gpu-01.ise.illinois.edu.627155.329
new file mode 100644
index 0000000000000000000000000000000000000000..d82aea844e50711d8a02ffe0ba6b994168db711d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lenses/fold_0/1762561500.1499674/events.out.tfevents.1762561500.auvsl-gpu-01.ise.illinois.edu.627155.329
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4897497cc1e3806a6ee7ada653a88ef4a65883509d0598a1a32e0638cfbee491
+size 1168
diff --git a/UCI_N4/ldlt/runs/lenses/fold_0/best_state.pth b/UCI_N4/ldlt/runs/lenses/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..68cfb632959b59d4adadf0ff26119d1b0151a837
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lenses/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a9f2d3f0ab3d975e416fb15524b23c70d4adbb0d79a938d741b9f844d76a15c
+size 54005
diff --git a/UCI_N4/ldlt/runs/lenses/fold_0/events.out.tfevents.1762561499.auvsl-gpu-01.ise.illinois.edu.627155.328 b/UCI_N4/ldlt/runs/lenses/fold_0/events.out.tfevents.1762561499.auvsl-gpu-01.ise.illinois.edu.627155.328
new file mode 100644
index 0000000000000000000000000000000000000000..e0ebf17197197ac094a1b9b43a8b4c91f2f85e1f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lenses/fold_0/events.out.tfevents.1762561499.auvsl-gpu-01.ise.illinois.edu.627155.328
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64b7362a97f7107af93f7e76becd0b27f6a9688de6c8b7a9f77601990ec8f4c8
+size 18128
diff --git a/UCI_N4/ldlt/runs/lenses/fold_1/1762561500.6751723/events.out.tfevents.1762561500.auvsl-gpu-01.ise.illinois.edu.627155.331 b/UCI_N4/ldlt/runs/lenses/fold_1/1762561500.6751723/events.out.tfevents.1762561500.auvsl-gpu-01.ise.illinois.edu.627155.331
new file mode 100644
index 0000000000000000000000000000000000000000..4c701479b4e07943de19ef6c55c677a3354de493
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lenses/fold_1/1762561500.6751723/events.out.tfevents.1762561500.auvsl-gpu-01.ise.illinois.edu.627155.331
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:294f3cf6cb1ce9ffabf3f536e5bd6d98772831e68a8bac1b821ad12afa93fd30
+size 1168
diff --git a/UCI_N4/ldlt/runs/lenses/fold_1/best_state.pth b/UCI_N4/ldlt/runs/lenses/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..001456644eeb8294b4415768940fb7bbf5b70dc7
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lenses/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3a148396fa46101ec325c067653837e36c4e92cc562a46e0db5fb8ba8d56d0e
+size 54005
diff --git a/UCI_N4/ldlt/runs/lenses/fold_2/1762561501.22933/events.out.tfevents.1762561501.auvsl-gpu-01.ise.illinois.edu.627155.333 b/UCI_N4/ldlt/runs/lenses/fold_2/1762561501.22933/events.out.tfevents.1762561501.auvsl-gpu-01.ise.illinois.edu.627155.333
new file mode 100644
index 0000000000000000000000000000000000000000..fc9b9d1136dcf68f4ca02ad7c48360131fd18362
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lenses/fold_2/1762561501.22933/events.out.tfevents.1762561501.auvsl-gpu-01.ise.illinois.edu.627155.333
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:495ddde76d78eb3093f998e39a6e4ab19d292e42b4d8253b4b0f424985712bcb
+size 1168
diff --git a/UCI_N4/ldlt/runs/lenses/fold_2/events.out.tfevents.1762561500.auvsl-gpu-01.ise.illinois.edu.627155.332 b/UCI_N4/ldlt/runs/lenses/fold_2/events.out.tfevents.1762561500.auvsl-gpu-01.ise.illinois.edu.627155.332
new file mode 100644
index 0000000000000000000000000000000000000000..6756740d17155044e708962fea538011ac089075
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lenses/fold_2/events.out.tfevents.1762561500.auvsl-gpu-01.ise.illinois.edu.627155.332
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc445c85486066cdaf594ea8b6d3f1bc0a17dfdc4a23aeabd27cd9a6d2a2bc00
+size 12397
diff --git a/UCI_N4/ldlt/runs/lenses/fold_3/1762561501.862463/events.out.tfevents.1762561501.auvsl-gpu-01.ise.illinois.edu.627155.335 b/UCI_N4/ldlt/runs/lenses/fold_3/1762561501.862463/events.out.tfevents.1762561501.auvsl-gpu-01.ise.illinois.edu.627155.335
new file mode 100644
index 0000000000000000000000000000000000000000..aeaf28e156c493af44e2071a0c4d5070d574a538
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lenses/fold_3/1762561501.862463/events.out.tfevents.1762561501.auvsl-gpu-01.ise.illinois.edu.627155.335
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf4203ce3904e183c65fa42cca3225d16851052605df8683b1f75efe60d37d81
+size 1168
diff --git a/UCI_N4/ldlt/runs/letter/fold_0/1762561596.837631/events.out.tfevents.1762561596.auvsl-gpu-01.ise.illinois.edu.627155.337 b/UCI_N4/ldlt/runs/letter/fold_0/1762561596.837631/events.out.tfevents.1762561596.auvsl-gpu-01.ise.illinois.edu.627155.337
new file mode 100644
index 0000000000000000000000000000000000000000..944b2096018528327ec94c7312de78f4e37709b4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/letter/fold_0/1762561596.837631/events.out.tfevents.1762561596.auvsl-gpu-01.ise.illinois.edu.627155.337
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d885aba1269008f1a43203a3699c40dcde423f5e5fb18ed79a6cd14827d450d
+size 1168
diff --git a/UCI_N4/ldlt/runs/letter/fold_1/1762561665.853501/events.out.tfevents.1762561665.auvsl-gpu-01.ise.illinois.edu.627155.339 b/UCI_N4/ldlt/runs/letter/fold_1/1762561665.853501/events.out.tfevents.1762561665.auvsl-gpu-01.ise.illinois.edu.627155.339
new file mode 100644
index 0000000000000000000000000000000000000000..0a0541f9cf7c1c3179c29bd9274463ac78211195
--- /dev/null
+++ b/UCI_N4/ldlt/runs/letter/fold_1/1762561665.853501/events.out.tfevents.1762561665.auvsl-gpu-01.ise.illinois.edu.627155.339
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18dfc51409ba5c650b8de9aa82866412a4630aae7b9cff3aa2732fc6d9d296c4
+size 1168
diff --git a/UCI_N4/ldlt/runs/letter/fold_1/best_state.pth b/UCI_N4/ldlt/runs/letter/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..228d57dc360b2ceb279b9b041bdca8ec74108920
--- /dev/null
+++ b/UCI_N4/ldlt/runs/letter/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2d31e11b83c85d090966a94332d4d4cc4919fc0e09ce7ab66f594bd84b33b56
+size 188277
diff --git a/UCI_N4/ldlt/runs/letter/fold_2/1762561744.3370986/events.out.tfevents.1762561744.auvsl-gpu-01.ise.illinois.edu.627155.341 b/UCI_N4/ldlt/runs/letter/fold_2/1762561744.3370986/events.out.tfevents.1762561744.auvsl-gpu-01.ise.illinois.edu.627155.341
new file mode 100644
index 0000000000000000000000000000000000000000..1b7e5f5d8933f7e3a8f6740a789fe43b2ed1ee0d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/letter/fold_2/1762561744.3370986/events.out.tfevents.1762561744.auvsl-gpu-01.ise.illinois.edu.627155.341
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9584f31a6062f5a79142cedd6a2d9c21aafddfd033c3f5ec370c46a97162ec28
+size 1168
diff --git a/UCI_N4/ldlt/runs/letter/fold_2/best_state.pth b/UCI_N4/ldlt/runs/letter/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cc2e75a2efb2de2e2c8e484bc928bdd69d02e566
--- /dev/null
+++ b/UCI_N4/ldlt/runs/letter/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:022440d8783e2053f1001cfdaf19d9879bf427186af32340db1f3d1ac28a9607
+size 188277
diff --git a/UCI_N4/ldlt/runs/letter/fold_2/events.out.tfevents.1762561665.auvsl-gpu-01.ise.illinois.edu.627155.340 b/UCI_N4/ldlt/runs/letter/fold_2/events.out.tfevents.1762561665.auvsl-gpu-01.ise.illinois.edu.627155.340
new file mode 100644
index 0000000000000000000000000000000000000000..cda87d85bfbd2fd24b78bccfada2880e99513ef8
--- /dev/null
+++ b/UCI_N4/ldlt/runs/letter/fold_2/events.out.tfevents.1762561665.auvsl-gpu-01.ise.illinois.edu.627155.340
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a27bc1828ad0a5d2f5748fe2e95f1b24815294628a6dc5b3dd6fd1edc9d9bebc
+size 35318
diff --git a/UCI_N4/ldlt/runs/letter/fold_3/best_state.pth b/UCI_N4/ldlt/runs/letter/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9bfc30936c68624fe8ca4e83543df815e85c7f33
--- /dev/null
+++ b/UCI_N4/ldlt/runs/letter/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cde26f0b6c5fe5694f174a6f6b4e053d453f68272b1b2c1007412d83b4743e48
+size 188277
diff --git a/UCI_N4/ldlt/runs/letter/fold_3/events.out.tfevents.1762561744.auvsl-gpu-01.ise.illinois.edu.627155.342 b/UCI_N4/ldlt/runs/letter/fold_3/events.out.tfevents.1762561744.auvsl-gpu-01.ise.illinois.edu.627155.342
new file mode 100644
index 0000000000000000000000000000000000000000..d333b6be03aa3db508ef4430e43d4b1504208c09
--- /dev/null
+++ b/UCI_N4/ldlt/runs/letter/fold_3/events.out.tfevents.1762561744.auvsl-gpu-01.ise.illinois.edu.627155.342
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7698911d6dfe8039ab98397c4c71c4f0037e428082cca31ec07bac7de6bd39a
+size 31116
diff --git a/UCI_N4/ldlt/runs/libras/fold_0/events.out.tfevents.1762561503.auvsl-gpu-01.ise.illinois.edu.627158.240 b/UCI_N4/ldlt/runs/libras/fold_0/events.out.tfevents.1762561503.auvsl-gpu-01.ise.illinois.edu.627158.240
new file mode 100644
index 0000000000000000000000000000000000000000..13c003050d8851bacc5037a49f46aa57f9ffc3ed
--- /dev/null
+++ b/UCI_N4/ldlt/runs/libras/fold_0/events.out.tfevents.1762561503.auvsl-gpu-01.ise.illinois.edu.627158.240
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:238616834d200aea6be2448475c9bbb174f8eef018d27002a72332fe13ea39e9
+size 21566
diff --git a/UCI_N4/ldlt/runs/libras/fold_1/events.out.tfevents.1762561506.auvsl-gpu-01.ise.illinois.edu.627158.242 b/UCI_N4/ldlt/runs/libras/fold_1/events.out.tfevents.1762561506.auvsl-gpu-01.ise.illinois.edu.627158.242
new file mode 100644
index 0000000000000000000000000000000000000000..d9c7c0c5589d22f3ea802f90d9986d82e8ef528f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/libras/fold_1/events.out.tfevents.1762561506.auvsl-gpu-01.ise.illinois.edu.627158.242
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dde4d8855c7e35ca3ceaa7540aab5070f263cce32c2f994ba5ce8de928c65838
+size 16982
diff --git a/UCI_N4/ldlt/runs/libras/fold_2/1762561510.9976947/events.out.tfevents.1762561510.auvsl-gpu-01.ise.illinois.edu.627158.245 b/UCI_N4/ldlt/runs/libras/fold_2/1762561510.9976947/events.out.tfevents.1762561510.auvsl-gpu-01.ise.illinois.edu.627158.245
new file mode 100644
index 0000000000000000000000000000000000000000..1f36e3d8246c69c1bfde5800c2323aac1013326b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/libras/fold_2/1762561510.9976947/events.out.tfevents.1762561510.auvsl-gpu-01.ise.illinois.edu.627158.245
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f4e24e6c62fba58bbf3e4c782ad4c04c872dfc4e6bf7a1edd1ecc86ad1deabf
+size 1168
diff --git a/UCI_N4/ldlt/runs/libras/fold_2/events.out.tfevents.1762561508.auvsl-gpu-01.ise.illinois.edu.627158.244 b/UCI_N4/ldlt/runs/libras/fold_2/events.out.tfevents.1762561508.auvsl-gpu-01.ise.illinois.edu.627158.244
new file mode 100644
index 0000000000000000000000000000000000000000..2cb9fcebbfd80b270fa46447bdde6e0203c59ac4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/libras/fold_2/events.out.tfevents.1762561508.auvsl-gpu-01.ise.illinois.edu.627158.244
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:865263da472ec9508b8916c6e697675554d478906520d871bcf576bca17b6bba
+size 15836
diff --git a/UCI_N4/ldlt/runs/low-res-spect/fold_0/1762561517.0855017/events.out.tfevents.1762561517.auvsl-gpu-01.ise.illinois.edu.627158.249 b/UCI_N4/ldlt/runs/low-res-spect/fold_0/1762561517.0855017/events.out.tfevents.1762561517.auvsl-gpu-01.ise.illinois.edu.627158.249
new file mode 100644
index 0000000000000000000000000000000000000000..4a4ad838dd6e56acb9a05bd232a1a8bdf772624a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/low-res-spect/fold_0/1762561517.0855017/events.out.tfevents.1762561517.auvsl-gpu-01.ise.illinois.edu.627158.249
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09f1cd9f406cd6c1b00d35e015d73eccba2611cf213874285d5780d7d24d5fa7
+size 1175
diff --git a/UCI_N4/ldlt/runs/low-res-spect/fold_1/1762561521.1232045/events.out.tfevents.1762561521.auvsl-gpu-01.ise.illinois.edu.627158.251 b/UCI_N4/ldlt/runs/low-res-spect/fold_1/1762561521.1232045/events.out.tfevents.1762561521.auvsl-gpu-01.ise.illinois.edu.627158.251
new file mode 100644
index 0000000000000000000000000000000000000000..30c365c3d1207d015497655bd951bea07c91890a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/low-res-spect/fold_1/1762561521.1232045/events.out.tfevents.1762561521.auvsl-gpu-01.ise.illinois.edu.627158.251
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46ca8d062e8159554d96698a9f82f2d48b236a28432129ba1a3a2c6afeef6978
+size 1175
diff --git a/UCI_N4/ldlt/runs/low-res-spect/fold_2/1762561525.6005907/events.out.tfevents.1762561525.auvsl-gpu-01.ise.illinois.edu.627158.253 b/UCI_N4/ldlt/runs/low-res-spect/fold_2/1762561525.6005907/events.out.tfevents.1762561525.auvsl-gpu-01.ise.illinois.edu.627158.253
new file mode 100644
index 0000000000000000000000000000000000000000..9034394e59042d6429c395faa5f64ee33d9d5044
--- /dev/null
+++ b/UCI_N4/ldlt/runs/low-res-spect/fold_2/1762561525.6005907/events.out.tfevents.1762561525.auvsl-gpu-01.ise.illinois.edu.627158.253
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26bf217aeb63c00dc9805a477e3620c04cbff7324474b8c02f24e1410dfc8ccc
+size 1175
diff --git a/UCI_N4/ldlt/runs/low-res-spect/fold_3/1762561530.4383934/events.out.tfevents.1762561530.auvsl-gpu-01.ise.illinois.edu.627158.255 b/UCI_N4/ldlt/runs/low-res-spect/fold_3/1762561530.4383934/events.out.tfevents.1762561530.auvsl-gpu-01.ise.illinois.edu.627158.255
new file mode 100644
index 0000000000000000000000000000000000000000..be318e06f8217ad9f3455bb38c17bc4febf50d8c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/low-res-spect/fold_3/1762561530.4383934/events.out.tfevents.1762561530.auvsl-gpu-01.ise.illinois.edu.627158.255
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:facfc0ae2eab3497326fc147bac30eaf709d012cd8080fe64e98cc348f9062c3
+size 1175
diff --git a/UCI_N4/ldlt/runs/lung-cancer/fold_0/events.out.tfevents.1762561530.auvsl-gpu-01.ise.illinois.edu.627158.256 b/UCI_N4/ldlt/runs/lung-cancer/fold_0/events.out.tfevents.1762561530.auvsl-gpu-01.ise.illinois.edu.627158.256
new file mode 100644
index 0000000000000000000000000000000000000000..775a392a0efbae9da203c24d5014fd36aaae279a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lung-cancer/fold_0/events.out.tfevents.1762561530.auvsl-gpu-01.ise.illinois.edu.627158.256
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7895953e2471c62396fdbbc38541aa612e24c61e25262d300297bb031ed1f5d3
+size 13543
diff --git a/UCI_N4/ldlt/runs/lung-cancer/fold_1/1762561531.931707/events.out.tfevents.1762561531.auvsl-gpu-01.ise.illinois.edu.627158.259 b/UCI_N4/ldlt/runs/lung-cancer/fold_1/1762561531.931707/events.out.tfevents.1762561531.auvsl-gpu-01.ise.illinois.edu.627158.259
new file mode 100644
index 0000000000000000000000000000000000000000..1a0c9f843e550895f1d632fa5f4544a39a56f0bb
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lung-cancer/fold_1/1762561531.931707/events.out.tfevents.1762561531.auvsl-gpu-01.ise.illinois.edu.627158.259
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a55e5e93aff0867cf86eec4440786f6da1533b85e54e58c6c55ab94f26b22005
+size 1173
diff --git a/UCI_N4/ldlt/runs/lung-cancer/fold_1/events.out.tfevents.1762561531.auvsl-gpu-01.ise.illinois.edu.627158.258 b/UCI_N4/ldlt/runs/lung-cancer/fold_1/events.out.tfevents.1762561531.auvsl-gpu-01.ise.illinois.edu.627158.258
new file mode 100644
index 0000000000000000000000000000000000000000..ed5589231417bbd55b3968ab805495d0807ef207
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lung-cancer/fold_1/events.out.tfevents.1762561531.auvsl-gpu-01.ise.illinois.edu.627158.258
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:814ac265d1de1b383d00885f585ffbfdcf2c494bebeeb493325cdbae02802f37
+size 12397
diff --git a/UCI_N4/ldlt/runs/lung-cancer/fold_3/1762561534.263161/events.out.tfevents.1762561534.auvsl-gpu-01.ise.illinois.edu.627158.263 b/UCI_N4/ldlt/runs/lung-cancer/fold_3/1762561534.263161/events.out.tfevents.1762561534.auvsl-gpu-01.ise.illinois.edu.627158.263
new file mode 100644
index 0000000000000000000000000000000000000000..708be931ecef80eb1ff837d5e8fa27b52e2d40ec
--- /dev/null
+++ b/UCI_N4/ldlt/runs/lung-cancer/fold_3/1762561534.263161/events.out.tfevents.1762561534.auvsl-gpu-01.ise.illinois.edu.627158.263
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a11288edd1d1a18e8d5df7e4878d4153c56243cc3206ce846b1c52d8d0336961
+size 1173
diff --git a/UCI_N4/ldlt/runs/magic/fold_1/best_state.pth b/UCI_N4/ldlt/runs/magic/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..84feba6f8e3c59802d7dfa28b1dbdde6037780a8
--- /dev/null
+++ b/UCI_N4/ldlt/runs/magic/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fe4f6a468da153da63a8cf314b1b3838ab5e9ed6a9a6d94edd2022fb68e08ae
+size 54965
diff --git a/UCI_N4/ldlt/runs/mammographic/fold_0/events.out.tfevents.1762561543.auvsl-gpu-01.ise.illinois.edu.627157.432 b/UCI_N4/ldlt/runs/mammographic/fold_0/events.out.tfevents.1762561543.auvsl-gpu-01.ise.illinois.edu.627157.432
new file mode 100644
index 0000000000000000000000000000000000000000..df666a87583ee19e2c93637252a5bc4586cdb4ae
--- /dev/null
+++ b/UCI_N4/ldlt/runs/mammographic/fold_0/events.out.tfevents.1762561543.auvsl-gpu-01.ise.illinois.edu.627157.432
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96a8ce0ebf22d334720470219b780784a2374b6aeaa966cdf075b3dfc38cdaea
+size 13161
diff --git a/UCI_N4/ldlt/runs/mammographic/fold_1/1762561548.4105315/events.out.tfevents.1762561548.auvsl-gpu-01.ise.illinois.edu.627157.435 b/UCI_N4/ldlt/runs/mammographic/fold_1/1762561548.4105315/events.out.tfevents.1762561548.auvsl-gpu-01.ise.illinois.edu.627157.435
new file mode 100644
index 0000000000000000000000000000000000000000..d598bdc93326554a902161acc89b5511c3632246
--- /dev/null
+++ b/UCI_N4/ldlt/runs/mammographic/fold_1/1762561548.4105315/events.out.tfevents.1762561548.auvsl-gpu-01.ise.illinois.edu.627157.435
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79743068bea807e1bb54e9be8fa04acec120b286929ee82826426289fa99d7d4
+size 1174
diff --git a/UCI_N4/ldlt/runs/miniboone/fold_0/events.out.tfevents.1762561553.auvsl-gpu-01.ise.illinois.edu.627157.440 b/UCI_N4/ldlt/runs/miniboone/fold_0/events.out.tfevents.1762561553.auvsl-gpu-01.ise.illinois.edu.627157.440
new file mode 100644
index 0000000000000000000000000000000000000000..a7adc6dece69964da2e559e98d9436310c3b70f5
--- /dev/null
+++ b/UCI_N4/ldlt/runs/miniboone/fold_0/events.out.tfevents.1762561553.auvsl-gpu-01.ise.illinois.edu.627157.440
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e07edb74150bf7965784aa19e17e2953f06bda24c34fd825b81cd4525899c108
+size 19274
diff --git a/UCI_N4/ldlt/runs/musk-2/fold_1/1762561919.0535054/events.out.tfevents.1762561919.auvsl-gpu-01.ise.illinois.edu.627158.315 b/UCI_N4/ldlt/runs/musk-2/fold_1/1762561919.0535054/events.out.tfevents.1762561919.auvsl-gpu-01.ise.illinois.edu.627158.315
new file mode 100644
index 0000000000000000000000000000000000000000..de30e34d9c1eaecda97d00d8cde09016a399e4e4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/musk-2/fold_1/1762561919.0535054/events.out.tfevents.1762561919.auvsl-gpu-01.ise.illinois.edu.627158.315
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57609d1fc568ece72f3fb15bbc4b683c78c573d13a8de3b2d0e07fb13a90a1fd
+size 1168
diff --git a/UCI_N4/ldlt/runs/oocytes_merluccius_nucleus_4d/fold_3/best_state.pth b/UCI_N4/ldlt/runs/oocytes_merluccius_nucleus_4d/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c3bd611d43e41d58f0d7e2ce75a1661ec796419f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/oocytes_merluccius_nucleus_4d/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:937ae18759ccdf33b7707bbd3ed0583c0b287d07841d876850f43cc0b4e31927
+size 697717
diff --git a/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_1/best_state.pth b/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d93e3952cc4538b305796a9f09df555efd69e997
--- /dev/null
+++ b/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c663c0b6a5db3467d97ffd4db8979650172ec8f6c71c7f9a798aaa50e13db43
+size 685301
diff --git a/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_2/1762562009.756931/events.out.tfevents.1762562009.auvsl-gpu-01.ise.illinois.edu.627158.341 b/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_2/1762562009.756931/events.out.tfevents.1762562009.auvsl-gpu-01.ise.illinois.edu.627158.341
new file mode 100644
index 0000000000000000000000000000000000000000..e17222d2a4b3d8318dca053d7416a19a94e32c14
--- /dev/null
+++ b/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_2/1762562009.756931/events.out.tfevents.1762562009.auvsl-gpu-01.ise.illinois.edu.627158.341
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:beab60ae312ebd7ec9da26b20deea6402c0244b7606f707b039face00df28633
+size 1192
diff --git a/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_3/best_state.pth b/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5e55fd4ad363f3f650bece3baf6d8c51998c4bd7
--- /dev/null
+++ b/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01ab5a79ff71733a07b238527b750be04e8475c3121f35589fd6cd4e231f811d
+size 685301
diff --git a/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_3/events.out.tfevents.1762562009.auvsl-gpu-01.ise.illinois.edu.627158.342 b/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_3/events.out.tfevents.1762562009.auvsl-gpu-01.ise.illinois.edu.627158.342
new file mode 100644
index 0000000000000000000000000000000000000000..f2d0dd089ba7163f8137308ccfc9266e6f140252
--- /dev/null
+++ b/UCI_N4/ldlt/runs/oocytes_trisopterus_nucleus_2f/fold_3/events.out.tfevents.1762562009.auvsl-gpu-01.ise.illinois.edu.627158.342
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24c64c707cfd9164c6a3cbc006fc235c23f7f29a18777d5f49cb01199680a557
+size 21948
diff --git a/UCI_N4/ldlt/runs/oocytes_trisopterus_states_5b/fold_1/1762562021.374505/events.out.tfevents.1762562021.auvsl-gpu-01.ise.illinois.edu.627158.347 b/UCI_N4/ldlt/runs/oocytes_trisopterus_states_5b/fold_1/1762562021.374505/events.out.tfevents.1762562021.auvsl-gpu-01.ise.illinois.edu.627158.347
new file mode 100644
index 0000000000000000000000000000000000000000..b022d3f6385dca84e02253814315d16b6c21fc2e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/oocytes_trisopterus_states_5b/fold_1/1762562021.374505/events.out.tfevents.1762562021.auvsl-gpu-01.ise.illinois.edu.627158.347
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b322debde4269d8b1cabea17066404d70d0675eb01dde7857e4ff5a40bcb337a
+size 1191
diff --git a/UCI_N4/ldlt/runs/optical/fold_0/best_state.pth b/UCI_N4/ldlt/runs/optical/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..de571198fa804ab7e5ce32949a66186cf3ca2ce8
--- /dev/null
+++ b/UCI_N4/ldlt/runs/optical/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6f6b6a72550d0dbb8de8daf60ef80834e33cc8e2b092c48a4580129aad08c1e
+size 2726261
diff --git a/UCI_N4/ldlt/runs/optical/fold_1/best_state.pth b/UCI_N4/ldlt/runs/optical/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..31d6badee4babfcd51d28b8a3f97e9264f9a6ff7
--- /dev/null
+++ b/UCI_N4/ldlt/runs/optical/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42fb959f6239b9d1bd84c9231095d7dcb501f49404d87199b724cb6014320297
+size 2726261
diff --git a/UCI_N4/ldlt/runs/ozone/fold_3/events.out.tfevents.1762562089.auvsl-gpu-01.ise.illinois.edu.627155.382 b/UCI_N4/ldlt/runs/ozone/fold_3/events.out.tfevents.1762562089.auvsl-gpu-01.ise.illinois.edu.627155.382
new file mode 100644
index 0000000000000000000000000000000000000000..9d1de084fc3be7fe951b7826e27b6a9b6339b126
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ozone/fold_3/events.out.tfevents.1762562089.auvsl-gpu-01.ise.illinois.edu.627155.382
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8421192ac0d8d760352da2bb6ba0ffd0b9903659529bf8cef6b637ccd558086
+size 16218
diff --git a/UCI_N4/ldlt/runs/page-blocks/fold_1/best_state.pth b/UCI_N4/ldlt/runs/page-blocks/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f78d68ddf86df357291c689edeb3d427f324b79a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/page-blocks/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6aafb204cd7d75da02ded60c2364cbc21b539b2b8643d5493f9466571655132b
+size 55349
diff --git a/UCI_N4/ldlt/runs/parkinsons/fold_0/events.out.tfevents.1762562120.auvsl-gpu-01.ise.illinois.edu.627158.360 b/UCI_N4/ldlt/runs/parkinsons/fold_0/events.out.tfevents.1762562120.auvsl-gpu-01.ise.illinois.edu.627158.360
new file mode 100644
index 0000000000000000000000000000000000000000..252d79aa90e28f72d9f047658d18ba8d907c7289
--- /dev/null
+++ b/UCI_N4/ldlt/runs/parkinsons/fold_0/events.out.tfevents.1762562120.auvsl-gpu-01.ise.illinois.edu.627158.360
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e11ce69e9edbf7b44aefe386b3bfece9ed6145485f3af98740ba0e4005090d9
+size 15453
diff --git a/UCI_N4/ldlt/runs/parkinsons/fold_1/1762562121.5732212/events.out.tfevents.1762562121.auvsl-gpu-01.ise.illinois.edu.627158.363 b/UCI_N4/ldlt/runs/parkinsons/fold_1/1762562121.5732212/events.out.tfevents.1762562121.auvsl-gpu-01.ise.illinois.edu.627158.363
new file mode 100644
index 0000000000000000000000000000000000000000..03414cff63ec3173050066c5039e1fe5aec361e2
--- /dev/null
+++ b/UCI_N4/ldlt/runs/parkinsons/fold_1/1762562121.5732212/events.out.tfevents.1762562121.auvsl-gpu-01.ise.illinois.edu.627158.363
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f35fac01cf56248161d4abff355a39e9c92281fb3ead5effa95c3a646fd3f606
+size 1172
diff --git a/UCI_N4/ldlt/runs/pendigits/fold_1/events.out.tfevents.1762562160.auvsl-gpu-01.ise.illinois.edu.627158.370 b/UCI_N4/ldlt/runs/pendigits/fold_1/events.out.tfevents.1762562160.auvsl-gpu-01.ise.illinois.edu.627158.370
new file mode 100644
index 0000000000000000000000000000000000000000..81c951259ca1740da5693e11ebda78f4f81c98ea
--- /dev/null
+++ b/UCI_N4/ldlt/runs/pendigits/fold_1/events.out.tfevents.1762562160.auvsl-gpu-01.ise.illinois.edu.627158.370
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80b9f5a50f9afa9ed0c5990fc5527fa9cd5d0fbc3da58056d8b60684592a2e91
+size 31116
diff --git a/UCI_N4/ldlt/runs/planning/fold_2/events.out.tfevents.1762562197.auvsl-gpu-01.ise.illinois.edu.627155.444 b/UCI_N4/ldlt/runs/planning/fold_2/events.out.tfevents.1762562197.auvsl-gpu-01.ise.illinois.edu.627155.444
new file mode 100644
index 0000000000000000000000000000000000000000..0fb505efbf6871232035ba2385e0785be2e9cb29
--- /dev/null
+++ b/UCI_N4/ldlt/runs/planning/fold_2/events.out.tfevents.1762562197.auvsl-gpu-01.ise.illinois.edu.627155.444
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dd12c7d57486956ac92e61a7b3e043a62a5a4043fffc80595ad3091af375a42
+size 15836
diff --git a/UCI_N4/ldlt/runs/plant-margin/fold_0/best_state.pth b/UCI_N4/ldlt/runs/plant-margin/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7e78055999838d05072b3b869c54b09921d0a871
--- /dev/null
+++ b/UCI_N4/ldlt/runs/plant-margin/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0671bd6174451a85bd6a758d6d85e8df3386e06dbb38a957474cf67e383af59
+size 2821877
diff --git a/UCI_N4/ldlt/runs/plant-texture/fold_1/events.out.tfevents.1762562287.auvsl-gpu-01.ise.illinois.edu.627155.466 b/UCI_N4/ldlt/runs/plant-texture/fold_1/events.out.tfevents.1762562287.auvsl-gpu-01.ise.illinois.edu.627155.466
new file mode 100644
index 0000000000000000000000000000000000000000..79d4d46aa3dada22e6c377e1f38c5a5faaddc20a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/plant-texture/fold_1/events.out.tfevents.1762562287.auvsl-gpu-01.ise.illinois.edu.627155.466
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9acd8f8dbb0a4dbbe4b5296c9aa6b10ba771d613ea51ec7bbcee76d3873f24b
+size 38374
diff --git a/UCI_N4/ldlt/runs/plant-texture/fold_2/best_state.pth b/UCI_N4/ldlt/runs/plant-texture/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d513b8566d29b68d8e5cc58f4ac0fa3ef96a24be
--- /dev/null
+++ b/UCI_N4/ldlt/runs/plant-texture/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e92e162643bc9606bbe793d5181de770dbe9cc1436830de1750cfdd75a3c938e
+size 2821877
diff --git a/UCI_N4/ldlt/runs/plant-texture/fold_3/best_state.pth b/UCI_N4/ldlt/runs/plant-texture/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..743754ea7d9092b7d0237347d91b8590dd881ebb
--- /dev/null
+++ b/UCI_N4/ldlt/runs/plant-texture/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4078db13b6eef225894470cc2dc65f0b1d05812e1bc36fed0dce8bdef6c044df
+size 2821877
diff --git a/UCI_N4/ldlt/runs/post-operative/fold_0/best_state.pth b/UCI_N4/ldlt/runs/post-operative/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a879d93e686ee64271dee4f5fe998ee16f257285
--- /dev/null
+++ b/UCI_N4/ldlt/runs/post-operative/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a81aa5d010e18feb3f4fc17dc33f05c65cfb8952731374abdbdb4148ba7f00f
+size 54709
diff --git a/UCI_N4/ldlt/runs/post-operative/fold_2/1762562314.2577946/events.out.tfevents.1762562314.auvsl-gpu-01.ise.illinois.edu.627156.373 b/UCI_N4/ldlt/runs/post-operative/fold_2/1762562314.2577946/events.out.tfevents.1762562314.auvsl-gpu-01.ise.illinois.edu.627156.373
new file mode 100644
index 0000000000000000000000000000000000000000..64f3801f960d3458d7e6423b7c693beb1416d92e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/post-operative/fold_2/1762562314.2577946/events.out.tfevents.1762562314.auvsl-gpu-01.ise.illinois.edu.627156.373
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:536e0e6ff6346b691f112cd8733b1f0210202ee1ede2d51b9e99d2af3b3f4163
+size 1176
diff --git a/UCI_N4/ldlt/runs/primary-tumor/fold_0/best_state.pth b/UCI_N4/ldlt/runs/primary-tumor/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7e738b14562af9fb6adcd0920f6021c10a15f334
--- /dev/null
+++ b/UCI_N4/ldlt/runs/primary-tumor/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d97b3400f30a5726bb13ed71b021bc6424f3fdbf54223cd8423bb176d87a4035
+size 185781
diff --git a/UCI_N4/ldlt/runs/primary-tumor/fold_0/events.out.tfevents.1762562314.auvsl-gpu-01.ise.illinois.edu.627156.376 b/UCI_N4/ldlt/runs/primary-tumor/fold_0/events.out.tfevents.1762562314.auvsl-gpu-01.ise.illinois.edu.627156.376
new file mode 100644
index 0000000000000000000000000000000000000000..1cfdb6a4a4f42e94ce07864ae28ecf0a5caea27b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/primary-tumor/fold_0/events.out.tfevents.1762562314.auvsl-gpu-01.ise.illinois.edu.627156.376
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ef0f88e66a3ce5ecb42af0301cbd644564dfacef102386bee9ad04c574155aa
+size 21948
diff --git a/UCI_N4/ldlt/runs/primary-tumor/fold_2/events.out.tfevents.1762562317.auvsl-gpu-01.ise.illinois.edu.627156.380 b/UCI_N4/ldlt/runs/primary-tumor/fold_2/events.out.tfevents.1762562317.auvsl-gpu-01.ise.illinois.edu.627156.380
new file mode 100644
index 0000000000000000000000000000000000000000..376a44d4d5d7a7ad334cbb94ee44a34e35aff1b5
--- /dev/null
+++ b/UCI_N4/ldlt/runs/primary-tumor/fold_2/events.out.tfevents.1762562317.auvsl-gpu-01.ise.illinois.edu.627156.380
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0f86891ed2313235118593873fc2bb1711b3b43b8bcafca393556aa509c3d2e
+size 14689
diff --git a/UCI_N4/ldlt/runs/primary-tumor/fold_3/events.out.tfevents.1762562318.auvsl-gpu-01.ise.illinois.edu.627156.382 b/UCI_N4/ldlt/runs/primary-tumor/fold_3/events.out.tfevents.1762562318.auvsl-gpu-01.ise.illinois.edu.627156.382
new file mode 100644
index 0000000000000000000000000000000000000000..9f5a1a77fb105e7f19009af41cf363db0cad1161
--- /dev/null
+++ b/UCI_N4/ldlt/runs/primary-tumor/fold_3/events.out.tfevents.1762562318.auvsl-gpu-01.ise.illinois.edu.627156.382
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc36ca63ac490a59b2717972176eb4b218f5d71428fee582fecb84854d314383
+size 15836
diff --git a/UCI_N4/ldlt/runs/ringnorm/fold_0/best_state.pth b/UCI_N4/ldlt/runs/ringnorm/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..eeeaa2efed6c6a921dcac2c7c9f2b2314ffae16f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ringnorm/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1108d97758124241ac15a5c5a6624f7924929606275b475fbd5aba3d0f0b42a8
+size 183669
diff --git a/UCI_N4/ldlt/runs/ringnorm/fold_1/events.out.tfevents.1762562336.auvsl-gpu-01.ise.illinois.edu.627156.386 b/UCI_N4/ldlt/runs/ringnorm/fold_1/events.out.tfevents.1762562336.auvsl-gpu-01.ise.illinois.edu.627156.386
new file mode 100644
index 0000000000000000000000000000000000000000..eb5836d9ed4143eff3137623d924fafb47a142bc
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ringnorm/fold_1/events.out.tfevents.1762562336.auvsl-gpu-01.ise.illinois.edu.627156.386
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:028acd83d428a0eddeb24b8ecb6c6369861e20394ffa33253b4d2ecd225164e9
+size 16218
diff --git a/UCI_N4/ldlt/runs/ringnorm/fold_2/events.out.tfevents.1762562359.auvsl-gpu-01.ise.illinois.edu.627156.388 b/UCI_N4/ldlt/runs/ringnorm/fold_2/events.out.tfevents.1762562359.auvsl-gpu-01.ise.illinois.edu.627156.388
new file mode 100644
index 0000000000000000000000000000000000000000..bb113882692756ffb7247916159b8b0b91be9aba
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ringnorm/fold_2/events.out.tfevents.1762562359.auvsl-gpu-01.ise.illinois.edu.627156.388
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6f10af93cb008c2eb7089a3de0ab97b09696a55dc257a9ebd5aa16912cf7581
+size 17364
diff --git a/UCI_N4/ldlt/runs/ringnorm/fold_3/1762562393.7814772/events.out.tfevents.1762562393.auvsl-gpu-01.ise.illinois.edu.627156.391 b/UCI_N4/ldlt/runs/ringnorm/fold_3/1762562393.7814772/events.out.tfevents.1762562393.auvsl-gpu-01.ise.illinois.edu.627156.391
new file mode 100644
index 0000000000000000000000000000000000000000..ce1eada585c90a68acb01ba07c0cbbabb63efd04
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ringnorm/fold_3/1762562393.7814772/events.out.tfevents.1762562393.auvsl-gpu-01.ise.illinois.edu.627156.391
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c10fdf071ba0d3ac1b1e87c407e899e73c95824090c6ad5e426695b4c80cd9b1
+size 1170
diff --git a/UCI_N4/ldlt/runs/ringnorm/fold_3/best_state.pth b/UCI_N4/ldlt/runs/ringnorm/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8d3aabc8a77f58bd7b005537c0bb13e4af8a500f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ringnorm/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1dd9d0722c0c30cb6508163b834d56223f98dca12154cd156670f2a755fe5795
+size 183669
diff --git a/UCI_N4/ldlt/runs/ringnorm/fold_3/events.out.tfevents.1762562375.auvsl-gpu-01.ise.illinois.edu.627156.390 b/UCI_N4/ldlt/runs/ringnorm/fold_3/events.out.tfevents.1762562375.auvsl-gpu-01.ise.illinois.edu.627156.390
new file mode 100644
index 0000000000000000000000000000000000000000..3b1760c4fea3deb69d58895695792c60328bd58b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ringnorm/fold_3/events.out.tfevents.1762562375.auvsl-gpu-01.ise.illinois.edu.627156.390
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a12340b6821d9d65f21077793440c7b29bdca23521a7b3ead2203ae3f836feb
+size 19274
diff --git a/UCI_N4/ldlt/runs/seeds/fold_0/events.out.tfevents.1762562320.auvsl-gpu-01.ise.illinois.edu.627155.472 b/UCI_N4/ldlt/runs/seeds/fold_0/events.out.tfevents.1762562320.auvsl-gpu-01.ise.illinois.edu.627155.472
new file mode 100644
index 0000000000000000000000000000000000000000..9861b1c52edfc5ff1512c2cbe7cc03f435e08dcd
--- /dev/null
+++ b/UCI_N4/ldlt/runs/seeds/fold_0/events.out.tfevents.1762562320.auvsl-gpu-01.ise.illinois.edu.627155.472
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f055e4b78cbce2c4ad60598bc9a6e5f646f9876dbf8f535c92b6d089a7df73c
+size 23858
diff --git a/UCI_N4/ldlt/runs/seeds/fold_2/events.out.tfevents.1762562322.auvsl-gpu-01.ise.illinois.edu.627155.476 b/UCI_N4/ldlt/runs/seeds/fold_2/events.out.tfevents.1762562322.auvsl-gpu-01.ise.illinois.edu.627155.476
new file mode 100644
index 0000000000000000000000000000000000000000..dc325e400ea3e545760b57409e431bd8ad49fa26
--- /dev/null
+++ b/UCI_N4/ldlt/runs/seeds/fold_2/events.out.tfevents.1762562322.auvsl-gpu-01.ise.illinois.edu.627155.476
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa63bdfc0646dec65a19728ab6adc9af9dc08b5183e46319e3f4716a29e99ed4
+size 27678
diff --git a/UCI_N4/ldlt/runs/seeds/fold_3/events.out.tfevents.1762562324.auvsl-gpu-01.ise.illinois.edu.627155.478 b/UCI_N4/ldlt/runs/seeds/fold_3/events.out.tfevents.1762562324.auvsl-gpu-01.ise.illinois.edu.627155.478
new file mode 100644
index 0000000000000000000000000000000000000000..2961656769de89ec2e7b4fd5fb327e5e75511c4c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/seeds/fold_3/events.out.tfevents.1762562324.auvsl-gpu-01.ise.illinois.edu.627155.478
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60713f094cc9b794014adb7f89915df0e7eec375ca7df48ac0127b40c71fe0c3
+size 25004
diff --git a/UCI_N4/ldlt/runs/semeion/fold_0/events.out.tfevents.1762562325.auvsl-gpu-01.ise.illinois.edu.627155.480 b/UCI_N4/ldlt/runs/semeion/fold_0/events.out.tfevents.1762562325.auvsl-gpu-01.ise.illinois.edu.627155.480
new file mode 100644
index 0000000000000000000000000000000000000000..b4a4f2dd8addf123159aa27c484b9818d12340dc
--- /dev/null
+++ b/UCI_N4/ldlt/runs/semeion/fold_0/events.out.tfevents.1762562325.auvsl-gpu-01.ise.illinois.edu.627155.480
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4b8ff5446e3251a2d21a0a3a62737fa29c99277dae63f188f13a83b6642ac33
+size 20802
diff --git a/UCI_N4/ldlt/runs/semeion/fold_2/1762562351.7073817/events.out.tfevents.1762562351.auvsl-gpu-01.ise.illinois.edu.627155.485 b/UCI_N4/ldlt/runs/semeion/fold_2/1762562351.7073817/events.out.tfevents.1762562351.auvsl-gpu-01.ise.illinois.edu.627155.485
new file mode 100644
index 0000000000000000000000000000000000000000..dfb7b2a51fc680a28c1b203197822770f1dde95b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/semeion/fold_2/1762562351.7073817/events.out.tfevents.1762562351.auvsl-gpu-01.ise.illinois.edu.627155.485
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db78063676d28153a7ef7fdb572446bb32e57d601acbf67b0593f7cf26d8b3d3
+size 1169
diff --git a/UCI_N4/ldlt/runs/semeion/fold_2/events.out.tfevents.1762562343.auvsl-gpu-01.ise.illinois.edu.627155.484 b/UCI_N4/ldlt/runs/semeion/fold_2/events.out.tfevents.1762562343.auvsl-gpu-01.ise.illinois.edu.627155.484
new file mode 100644
index 0000000000000000000000000000000000000000..e9d1161e40c4c8c1eb2bd50bcc0511c365b835a6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/semeion/fold_2/events.out.tfevents.1762562343.auvsl-gpu-01.ise.illinois.edu.627155.484
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cae93539af753c574e2c4c168dfd78fd54da2a45df1e16eec60dc024642abd30
+size 17364
diff --git a/UCI_N4/ldlt/runs/semeion/fold_3/1762562358.1803331/events.out.tfevents.1762562358.auvsl-gpu-01.ise.illinois.edu.627155.487 b/UCI_N4/ldlt/runs/semeion/fold_3/1762562358.1803331/events.out.tfevents.1762562358.auvsl-gpu-01.ise.illinois.edu.627155.487
new file mode 100644
index 0000000000000000000000000000000000000000..09f58c7709c6199660743e17b4557ece3b120877
--- /dev/null
+++ b/UCI_N4/ldlt/runs/semeion/fold_3/1762562358.1803331/events.out.tfevents.1762562358.auvsl-gpu-01.ise.illinois.edu.627155.487
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5d209a723a274fdce733ab8470ae33bef725c91e17c4421d3e8a8f67629ced0
+size 1169
diff --git a/UCI_N4/ldlt/runs/semeion/fold_3/events.out.tfevents.1762562351.auvsl-gpu-01.ise.illinois.edu.627155.486 b/UCI_N4/ldlt/runs/semeion/fold_3/events.out.tfevents.1762562351.auvsl-gpu-01.ise.illinois.edu.627155.486
new file mode 100644
index 0000000000000000000000000000000000000000..51e91cbd89c51328d594c5651d6e6bb23d6a7475
--- /dev/null
+++ b/UCI_N4/ldlt/runs/semeion/fold_3/events.out.tfevents.1762562351.auvsl-gpu-01.ise.illinois.edu.627155.486
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0d9f4c9c83b601f0855ea96d86abb3232d567a20faf8c5bab1e5da91525fdde
+size 13543
diff --git a/UCI_N4/ldlt/runs/soybean/fold_0/1762562338.167753/events.out.tfevents.1762562338.auvsl-gpu-01.ise.illinois.edu.627158.377 b/UCI_N4/ldlt/runs/soybean/fold_0/1762562338.167753/events.out.tfevents.1762562338.auvsl-gpu-01.ise.illinois.edu.627158.377
new file mode 100644
index 0000000000000000000000000000000000000000..a890c91fd908ba1dbbdb99bfc1d8a306014ce6a7
--- /dev/null
+++ b/UCI_N4/ldlt/runs/soybean/fold_0/1762562338.167753/events.out.tfevents.1762562338.auvsl-gpu-01.ise.illinois.edu.627158.377
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d13869b706fa9a69ab4a82f959c844ee27c1eeb1ae841dd76985228f9134c88a
+size 1169
diff --git a/UCI_N4/ldlt/runs/soybean/fold_1/events.out.tfevents.1762562338.auvsl-gpu-01.ise.illinois.edu.627158.378 b/UCI_N4/ldlt/runs/soybean/fold_1/events.out.tfevents.1762562338.auvsl-gpu-01.ise.illinois.edu.627158.378
new file mode 100644
index 0000000000000000000000000000000000000000..9887350f2bc3cde839b818f1b95246b4dcf850f4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/soybean/fold_1/events.out.tfevents.1762562338.auvsl-gpu-01.ise.illinois.edu.627158.378
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74af20535e72130fec8712d16ea1e8f401c0525eea4ede5c081e03fa6f495d9d
+size 24622
diff --git a/UCI_N4/ldlt/runs/soybean/fold_2/best_state.pth b/UCI_N4/ldlt/runs/soybean/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f8bd77fce687abe083bef5bbaa5ed5bcf9bd6ebc
--- /dev/null
+++ b/UCI_N4/ldlt/runs/soybean/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1cf816b79a6d01df6966c9be447ed6439306a456fde068c971f02aae0a63748
+size 701045
diff --git a/UCI_N4/ldlt/runs/soybean/fold_2/events.out.tfevents.1762562345.auvsl-gpu-01.ise.illinois.edu.627158.380 b/UCI_N4/ldlt/runs/soybean/fold_2/events.out.tfevents.1762562345.auvsl-gpu-01.ise.illinois.edu.627158.380
new file mode 100644
index 0000000000000000000000000000000000000000..17287918ecf691df8f2d629cebc8699003a88541
--- /dev/null
+++ b/UCI_N4/ldlt/runs/soybean/fold_2/events.out.tfevents.1762562345.auvsl-gpu-01.ise.illinois.edu.627158.380
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:981fdbc22d25ad96304f1d6fa8d3c68175cc5dc7246545d4cf0434b9f348358e
+size 18892
diff --git a/UCI_N4/ldlt/runs/soybean/fold_3/best_state.pth b/UCI_N4/ldlt/runs/soybean/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..567b09cd6aa39abac95c355cb15e3dad9cfe2084
--- /dev/null
+++ b/UCI_N4/ldlt/runs/soybean/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd4ab6b625e684709ab2959ed0e3fa10219777bc8508b7267c74bff174cc22e1
+size 701045
diff --git a/UCI_N4/ldlt/runs/soybean/fold_3/events.out.tfevents.1762562350.auvsl-gpu-01.ise.illinois.edu.627158.382 b/UCI_N4/ldlt/runs/soybean/fold_3/events.out.tfevents.1762562350.auvsl-gpu-01.ise.illinois.edu.627158.382
new file mode 100644
index 0000000000000000000000000000000000000000..9661af233c4f8a9769cd31dd8fad89428ff1ead0
--- /dev/null
+++ b/UCI_N4/ldlt/runs/soybean/fold_3/events.out.tfevents.1762562350.auvsl-gpu-01.ise.illinois.edu.627158.382
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c79617c1e0d33b22831cf77ac890a795beb158c25c45a33c9f3f94f7f54e35c8
+size 24622
diff --git a/UCI_N4/ldlt/runs/spambase/fold_0/best_state.pth b/UCI_N4/ldlt/runs/spambase/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a703728435f24a08b761b811a877a6b8c6bcfbb4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spambase/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a330bbe77709538a9208883a5eb84623e95422e4409a92928669c03fc0408b91
+size 2710581
diff --git a/UCI_N4/ldlt/runs/spambase/fold_0/events.out.tfevents.1762562358.auvsl-gpu-01.ise.illinois.edu.627155.488 b/UCI_N4/ldlt/runs/spambase/fold_0/events.out.tfevents.1762562358.auvsl-gpu-01.ise.illinois.edu.627155.488
new file mode 100644
index 0000000000000000000000000000000000000000..dd28379aaf0fc6cf6c9139489f7cb4cce31048f4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spambase/fold_0/events.out.tfevents.1762562358.auvsl-gpu-01.ise.illinois.edu.627155.488
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4304ede0bc6c5ab6beae0018be83c6985cacbba8f3f746f2eec19886e12d30a
+size 21948
diff --git a/UCI_N4/ldlt/runs/spambase/fold_2/events.out.tfevents.1762562380.auvsl-gpu-01.ise.illinois.edu.627155.492 b/UCI_N4/ldlt/runs/spambase/fold_2/events.out.tfevents.1762562380.auvsl-gpu-01.ise.illinois.edu.627155.492
new file mode 100644
index 0000000000000000000000000000000000000000..bf8b6223ad06c68e191cb0213fe63fe12ea1fd8b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spambase/fold_2/events.out.tfevents.1762562380.auvsl-gpu-01.ise.illinois.edu.627155.492
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d915229ed8cbc44e7628e122fa0647e8fb4b42bd5484eae041d846b1530bf132
+size 26150
diff --git a/UCI_N4/ldlt/runs/spambase/fold_3/1762562409.339489/events.out.tfevents.1762562409.auvsl-gpu-01.ise.illinois.edu.627155.495 b/UCI_N4/ldlt/runs/spambase/fold_3/1762562409.339489/events.out.tfevents.1762562409.auvsl-gpu-01.ise.illinois.edu.627155.495
new file mode 100644
index 0000000000000000000000000000000000000000..6d80749d227dd07806518df7c00f02eb2f87dd18
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spambase/fold_3/1762562409.339489/events.out.tfevents.1762562409.auvsl-gpu-01.ise.illinois.edu.627155.495
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36e4ab84e819425b740c075c3c00f1ecd4773434d1aea507ebb876ed33f809f8
+size 1170
diff --git a/UCI_N4/ldlt/runs/spambase/fold_3/events.out.tfevents.1762562397.auvsl-gpu-01.ise.illinois.edu.627155.494 b/UCI_N4/ldlt/runs/spambase/fold_3/events.out.tfevents.1762562397.auvsl-gpu-01.ise.illinois.edu.627155.494
new file mode 100644
index 0000000000000000000000000000000000000000..9798329881fc0142a6ad7203ba3605ab02aefcbe
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spambase/fold_3/events.out.tfevents.1762562397.auvsl-gpu-01.ise.illinois.edu.627155.494
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b7aaf94a98963e28551a40d9404247b03e2f95bc26a001e70dd455872b045af
+size 18510
diff --git a/UCI_N4/ldlt/runs/spect/fold_0/1762562359.9312344/events.out.tfevents.1762562359.auvsl-gpu-01.ise.illinois.edu.627158.385 b/UCI_N4/ldlt/runs/spect/fold_0/1762562359.9312344/events.out.tfevents.1762562359.auvsl-gpu-01.ise.illinois.edu.627158.385
new file mode 100644
index 0000000000000000000000000000000000000000..e079aa71a367540980cbf476fe9d53ec7ca36362
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spect/fold_0/1762562359.9312344/events.out.tfevents.1762562359.auvsl-gpu-01.ise.illinois.edu.627158.385
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c19474794048bb1176f1243687586a80aac9aa8e19b3ba2a2d7a0d2f6ec9260f
+size 1167
diff --git a/UCI_N4/ldlt/runs/spect/fold_0/best_state.pth b/UCI_N4/ldlt/runs/spect/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fc067fa1a05b81f25424974669b6f8ff96336999
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spect/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f786923c2048ad1cf2e758b5a6b8352e6a311209efaa95c3d4550d6db5a34d28
+size 184501
diff --git a/UCI_N4/ldlt/runs/spect/fold_1/1762562361.2044175/events.out.tfevents.1762562361.auvsl-gpu-01.ise.illinois.edu.627158.387 b/UCI_N4/ldlt/runs/spect/fold_1/1762562361.2044175/events.out.tfevents.1762562361.auvsl-gpu-01.ise.illinois.edu.627158.387
new file mode 100644
index 0000000000000000000000000000000000000000..a4522f03b6c71121c4f25a4f0c051d3fc96545ba
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spect/fold_1/1762562361.2044175/events.out.tfevents.1762562361.auvsl-gpu-01.ise.illinois.edu.627158.387
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c4c9bf56e6e35584a421662f3e1fe43d787111e11b7a1de0c9da1be268c9055
+size 1167
diff --git a/UCI_N4/ldlt/runs/spect/fold_2/best_state.pth b/UCI_N4/ldlt/runs/spect/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..891f080f699ef9178c1bcc4c3d50b1dac5011b89
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spect/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f905ea5ee3e47be83a1d409206a54de51f4ba78fbf50b48fcae77f1bc99a5d1c
+size 184501
diff --git a/UCI_N4/ldlt/runs/spect/fold_3/best_state.pth b/UCI_N4/ldlt/runs/spect/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2b9d1ccbee02c4a943df9d5e4e5a123ccf25ddef
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spect/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a361c5f4142b6e4200fca08edc11d220b744ee5a81e7ccad07b6c8e7e341f6d
+size 184501
diff --git a/UCI_N4/ldlt/runs/spect/fold_3/events.out.tfevents.1762562362.auvsl-gpu-01.ise.illinois.edu.627158.390 b/UCI_N4/ldlt/runs/spect/fold_3/events.out.tfevents.1762562362.auvsl-gpu-01.ise.illinois.edu.627158.390
new file mode 100644
index 0000000000000000000000000000000000000000..6f498eefbbd87266096a9f02fc02c0c71cf456f4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spect/fold_3/events.out.tfevents.1762562362.auvsl-gpu-01.ise.illinois.edu.627158.390
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08c8132f3d14a33e535cdda601e900bfb1d7a16589e59c83c192410870eeb430
+size 12779
diff --git a/UCI_N4/ldlt/runs/spectf/fold_0/1762562365.0560975/events.out.tfevents.1762562365.auvsl-gpu-01.ise.illinois.edu.627158.393 b/UCI_N4/ldlt/runs/spectf/fold_0/1762562365.0560975/events.out.tfevents.1762562365.auvsl-gpu-01.ise.illinois.edu.627158.393
new file mode 100644
index 0000000000000000000000000000000000000000..63de621978c9cf127f874b3e295d3165d56f12f1
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spectf/fold_0/1762562365.0560975/events.out.tfevents.1762562365.auvsl-gpu-01.ise.illinois.edu.627158.393
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61d18b03b4f32d4944914adb012e0c72b42a41febb144773e243191284bba972
+size 1168
diff --git a/UCI_N4/ldlt/runs/spectf/fold_0/events.out.tfevents.1762562363.auvsl-gpu-01.ise.illinois.edu.627158.392 b/UCI_N4/ldlt/runs/spectf/fold_0/events.out.tfevents.1762562363.auvsl-gpu-01.ise.illinois.edu.627158.392
new file mode 100644
index 0000000000000000000000000000000000000000..77f5187ab234ebb23d5f28b7ff59fa406d5e7e65
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spectf/fold_0/events.out.tfevents.1762562363.auvsl-gpu-01.ise.illinois.edu.627158.392
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2598cd42d626a5ff28615bc3854d47005889f95bb3158b579cb24b6efca3b17
+size 12397
diff --git a/UCI_N4/ldlt/runs/spectf/fold_1/events.out.tfevents.1762562365.auvsl-gpu-01.ise.illinois.edu.627158.394 b/UCI_N4/ldlt/runs/spectf/fold_1/events.out.tfevents.1762562365.auvsl-gpu-01.ise.illinois.edu.627158.394
new file mode 100644
index 0000000000000000000000000000000000000000..419096eb2041aec2d946c897fef98da56d531f1a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spectf/fold_1/events.out.tfevents.1762562365.auvsl-gpu-01.ise.illinois.edu.627158.394
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eab36db22447a76acca89f16db7c20c8a1b51df53d36bfb6d3dd819920d4e35f
+size 12397
diff --git a/UCI_N4/ldlt/runs/spectf/fold_2/1762562367.685/events.out.tfevents.1762562367.auvsl-gpu-01.ise.illinois.edu.627158.397 b/UCI_N4/ldlt/runs/spectf/fold_2/1762562367.685/events.out.tfevents.1762562367.auvsl-gpu-01.ise.illinois.edu.627158.397
new file mode 100644
index 0000000000000000000000000000000000000000..1a37b95fe9376c0f8ec3ae0637e9f0d072b9ad37
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spectf/fold_2/1762562367.685/events.out.tfevents.1762562367.auvsl-gpu-01.ise.illinois.edu.627158.397
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:965ef259244741eea3998528dee71d3f534e3dd1c7c103845ee5c9b2ee108818
+size 1168
diff --git a/UCI_N4/ldlt/runs/spectf/fold_2/events.out.tfevents.1762562366.auvsl-gpu-01.ise.illinois.edu.627158.396 b/UCI_N4/ldlt/runs/spectf/fold_2/events.out.tfevents.1762562366.auvsl-gpu-01.ise.illinois.edu.627158.396
new file mode 100644
index 0000000000000000000000000000000000000000..75f865e635d41df8910ded5409ee1e140cc9438e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spectf/fold_2/events.out.tfevents.1762562366.auvsl-gpu-01.ise.illinois.edu.627158.396
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11db3592bd82c9403ca5b35d0871ba77bf4ce272ac508dee04b91b57285d0324
+size 12397
diff --git a/UCI_N4/ldlt/runs/spectf/fold_3/best_state.pth b/UCI_N4/ldlt/runs/spectf/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d8065a00fde0480a4d841fa716fb64b521859436
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spectf/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffd49e54697f31240e460576468f3286470031e6008886460fbdc268a5090868
+size 700277
diff --git a/UCI_N4/ldlt/runs/spectf/fold_3/events.out.tfevents.1762562367.auvsl-gpu-01.ise.illinois.edu.627158.398 b/UCI_N4/ldlt/runs/spectf/fold_3/events.out.tfevents.1762562367.auvsl-gpu-01.ise.illinois.edu.627158.398
new file mode 100644
index 0000000000000000000000000000000000000000..24a8870a458350643abe797c87eb414299e7010e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/spectf/fold_3/events.out.tfevents.1762562367.auvsl-gpu-01.ise.illinois.edu.627158.398
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f8a1778e5530681dfa7b63714c630120627bb420f1cc090d6e2dbdc234f66ce
+size 19656
diff --git a/UCI_N4/ldlt/runs/statlog-australian-credit/fold_1/1762562373.1997516/events.out.tfevents.1762562373.auvsl-gpu-01.ise.illinois.edu.627158.403 b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_1/1762562373.1997516/events.out.tfevents.1762562373.auvsl-gpu-01.ise.illinois.edu.627158.403
new file mode 100644
index 0000000000000000000000000000000000000000..1c03753e127bc40059487323431f2085f791a755
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_1/1762562373.1997516/events.out.tfevents.1762562373.auvsl-gpu-01.ise.illinois.edu.627158.403
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d19b582ea9fc430762d29fff2aee8a4c32b7088760467ef4945ab343b1fcd747
+size 1187
diff --git a/UCI_N4/ldlt/runs/statlog-australian-credit/fold_1/best_state.pth b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d69e42b47cf40ad5e80e15059610aef814918964
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f58ba31d77fbce60b93bdcb93de9a2fd179149cca256dbbbc4de5359f6ebe1ae
+size 181301
diff --git a/UCI_N4/ldlt/runs/statlog-australian-credit/fold_2/best_state.pth b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bc4617289d5f99e786f56f7ab656d2bc4585616c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c9b514e220dd2ae80b3420841df13c84b671fe2a919fc0784f1f0bb2129e480
+size 181301
diff --git a/UCI_N4/ldlt/runs/statlog-australian-credit/fold_2/events.out.tfevents.1762562373.auvsl-gpu-01.ise.illinois.edu.627158.404 b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_2/events.out.tfevents.1762562373.auvsl-gpu-01.ise.illinois.edu.627158.404
new file mode 100644
index 0000000000000000000000000000000000000000..48a26785628c7c9db92a11c9f4ee157133cd7ebf
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_2/events.out.tfevents.1762562373.auvsl-gpu-01.ise.illinois.edu.627158.404
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df8ffbf4015f67a1e182de22bbadf7b9cd61dab9df6b65336a70e3ca6d71dafd
+size 14307
diff --git a/UCI_N4/ldlt/runs/statlog-australian-credit/fold_3/best_state.pth b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c23b12f1d2c429d678daaa7fe5a88d9a8618f2b5
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-australian-credit/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19a8574a7dc9d564046779a9f0f1b857ba560634c971413abeb6829e26b115cf
+size 181301
diff --git a/UCI_N4/ldlt/runs/statlog-german-credit/fold_0/1762562377.6802235/events.out.tfevents.1762562377.auvsl-gpu-01.ise.illinois.edu.627158.409 b/UCI_N4/ldlt/runs/statlog-german-credit/fold_0/1762562377.6802235/events.out.tfevents.1762562377.auvsl-gpu-01.ise.illinois.edu.627158.409
new file mode 100644
index 0000000000000000000000000000000000000000..016f15dc68b0d24859f3eaf186391528cba71b8a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-german-credit/fold_0/1762562377.6802235/events.out.tfevents.1762562377.auvsl-gpu-01.ise.illinois.edu.627158.409
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f858e94048254457bfdb5fa781f2e4fc0d378984894fb14d9f3c1c60747e768
+size 1183
diff --git a/UCI_N4/ldlt/runs/statlog-german-credit/fold_0/best_state.pth b/UCI_N4/ldlt/runs/statlog-german-credit/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3adbec70a8dd70be5d4d07baccc852f62fba9d69
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-german-credit/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55e127829db5db63fe69a9698c780da62bec9580fa466c494558b8771e5b1841
+size 185397
diff --git a/UCI_N4/ldlt/runs/statlog-german-credit/fold_0/events.out.tfevents.1762562376.auvsl-gpu-01.ise.illinois.edu.627158.408 b/UCI_N4/ldlt/runs/statlog-german-credit/fold_0/events.out.tfevents.1762562376.auvsl-gpu-01.ise.illinois.edu.627158.408
new file mode 100644
index 0000000000000000000000000000000000000000..2379b911abab2c796243a57b0eced8c386b0ee27
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-german-credit/fold_0/events.out.tfevents.1762562376.auvsl-gpu-01.ise.illinois.edu.627158.408
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8a4fc5b4c539ddb13b313f37edf0810922fe979a85f2b4bbeb1b30a2b90e2d0
+size 12397
diff --git a/UCI_N4/ldlt/runs/statlog-german-credit/fold_1/1762562379.8428078/events.out.tfevents.1762562379.auvsl-gpu-01.ise.illinois.edu.627158.411 b/UCI_N4/ldlt/runs/statlog-german-credit/fold_1/1762562379.8428078/events.out.tfevents.1762562379.auvsl-gpu-01.ise.illinois.edu.627158.411
new file mode 100644
index 0000000000000000000000000000000000000000..df618c06a954611de77eb62011715c36b2679f5d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-german-credit/fold_1/1762562379.8428078/events.out.tfevents.1762562379.auvsl-gpu-01.ise.illinois.edu.627158.411
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4667717342655d670ac83f5527dc31cb4c85e04f75486b1708ae01c9b3b50f46
+size 1183
diff --git a/UCI_N4/ldlt/runs/statlog-german-credit/fold_1/events.out.tfevents.1762562377.auvsl-gpu-01.ise.illinois.edu.627158.410 b/UCI_N4/ldlt/runs/statlog-german-credit/fold_1/events.out.tfevents.1762562377.auvsl-gpu-01.ise.illinois.edu.627158.410
new file mode 100644
index 0000000000000000000000000000000000000000..ec77118d77ff77fc9855b18e108484dcd93f9235
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-german-credit/fold_1/events.out.tfevents.1762562377.auvsl-gpu-01.ise.illinois.edu.627158.410
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1b63a49bf04d39621e0c1bdf2dc9c84bc96c43eee981666fb9e06ca68a2a402
+size 15836
diff --git a/UCI_N4/ldlt/runs/statlog-german-credit/fold_2/1762562382.4692762/events.out.tfevents.1762562382.auvsl-gpu-01.ise.illinois.edu.627158.413 b/UCI_N4/ldlt/runs/statlog-german-credit/fold_2/1762562382.4692762/events.out.tfevents.1762562382.auvsl-gpu-01.ise.illinois.edu.627158.413
new file mode 100644
index 0000000000000000000000000000000000000000..ff1a39ab54b9eee715112757f4461c182dbef393
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-german-credit/fold_2/1762562382.4692762/events.out.tfevents.1762562382.auvsl-gpu-01.ise.illinois.edu.627158.413
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3067ada096e33c48c03ae7954ac62ec2b6c7d11c52d1107a7945123893a3df3
+size 1183
diff --git a/UCI_N4/ldlt/runs/statlog-german-credit/fold_2/best_state.pth b/UCI_N4/ldlt/runs/statlog-german-credit/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..39ea36ea6ddc2026eb26cffca0ca0f147d59966e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-german-credit/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0a56ae7010ef9162dc72cb8bb792e6d53ab1a4d5d2eebfd1f5b595d82121336
+size 185397
diff --git a/UCI_N4/ldlt/runs/statlog-german-credit/fold_3/1762562384.7237995/events.out.tfevents.1762562384.auvsl-gpu-01.ise.illinois.edu.627158.415 b/UCI_N4/ldlt/runs/statlog-german-credit/fold_3/1762562384.7237995/events.out.tfevents.1762562384.auvsl-gpu-01.ise.illinois.edu.627158.415
new file mode 100644
index 0000000000000000000000000000000000000000..bd8760d79ac8bf079903dd4c55c625c5ca9f57b1
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-german-credit/fold_3/1762562384.7237995/events.out.tfevents.1762562384.auvsl-gpu-01.ise.illinois.edu.627158.415
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5128e7063dc398034df52585548ba3e3a0094b60948f76bfca2c366b7b3645f7
+size 1183
diff --git a/UCI_N4/ldlt/runs/statlog-german-credit/fold_3/events.out.tfevents.1762562382.auvsl-gpu-01.ise.illinois.edu.627158.414 b/UCI_N4/ldlt/runs/statlog-german-credit/fold_3/events.out.tfevents.1762562382.auvsl-gpu-01.ise.illinois.edu.627158.414
new file mode 100644
index 0000000000000000000000000000000000000000..2e4f69c2563fd303c865b6c1efa8c412f3eda5d3
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-german-credit/fold_3/events.out.tfevents.1762562382.auvsl-gpu-01.ise.illinois.edu.627158.414
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:733c5da090a63d436c76ee56bb01991a6c9d2420791769ac6ef51294a04f7ab5
+size 15453
diff --git a/UCI_N4/ldlt/runs/statlog-heart/fold_0/best_state.pth b/UCI_N4/ldlt/runs/statlog-heart/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f0e0232042efacfd002fd8ef56b78e10e8f8637d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-heart/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c38d6d5c8055a70ca99081172ace2010efef236b98a6b5de90c50111418039f7
+size 180917
diff --git a/UCI_N4/ldlt/runs/statlog-heart/fold_0/events.out.tfevents.1762562384.auvsl-gpu-01.ise.illinois.edu.627158.416 b/UCI_N4/ldlt/runs/statlog-heart/fold_0/events.out.tfevents.1762562384.auvsl-gpu-01.ise.illinois.edu.627158.416
new file mode 100644
index 0000000000000000000000000000000000000000..f4aeafed28bdf5fa628d8c67c0688fddc122b432
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-heart/fold_0/events.out.tfevents.1762562384.auvsl-gpu-01.ise.illinois.edu.627158.416
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7ed48da6ab06e9eb9a9ee352d1ec392b84c49be8073f1b98b2cdd32b20d585d
+size 16218
diff --git a/UCI_N4/ldlt/runs/statlog-heart/fold_2/1762562389.3894594/events.out.tfevents.1762562389.auvsl-gpu-01.ise.illinois.edu.627158.421 b/UCI_N4/ldlt/runs/statlog-heart/fold_2/1762562389.3894594/events.out.tfevents.1762562389.auvsl-gpu-01.ise.illinois.edu.627158.421
new file mode 100644
index 0000000000000000000000000000000000000000..393ca827332325c8da8bc2a148aed3ccc55a6e84
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-heart/fold_2/1762562389.3894594/events.out.tfevents.1762562389.auvsl-gpu-01.ise.illinois.edu.627158.421
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:595dfab41a162a59a4648270cdc5af3041881dc4399af871d34351807b3faecc
+size 1175
diff --git a/UCI_N4/ldlt/runs/statlog-image/fold_0/best_state.pth b/UCI_N4/ldlt/runs/statlog-image/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4277e6de79449abdcdccfb14a099ed9d1d3ef653
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-image/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b525c75e9caf464a5dd3ce8d3854e3f5c1874afaacea43e24fdb465e86cc4b7
+size 184117
diff --git a/UCI_N4/ldlt/runs/statlog-image/fold_1/1762562407.318902/events.out.tfevents.1762562407.auvsl-gpu-01.ise.illinois.edu.627158.427 b/UCI_N4/ldlt/runs/statlog-image/fold_1/1762562407.318902/events.out.tfevents.1762562407.auvsl-gpu-01.ise.illinois.edu.627158.427
new file mode 100644
index 0000000000000000000000000000000000000000..782631d5cd7a6ea5033e95930c8682cbb35d4217
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-image/fold_1/1762562407.318902/events.out.tfevents.1762562407.auvsl-gpu-01.ise.illinois.edu.627158.427
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a3e5418398331f3d41c287b68b896dcdae6fefc1c34efbac190a90361ca7071
+size 1175
diff --git a/UCI_N4/ldlt/runs/statlog-image/fold_2/events.out.tfevents.1762562407.auvsl-gpu-01.ise.illinois.edu.627158.428 b/UCI_N4/ldlt/runs/statlog-image/fold_2/events.out.tfevents.1762562407.auvsl-gpu-01.ise.illinois.edu.627158.428
new file mode 100644
index 0000000000000000000000000000000000000000..6f6909d542e74a7800931ddc1b573aed7febf084
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-image/fold_2/events.out.tfevents.1762562407.auvsl-gpu-01.ise.illinois.edu.627158.428
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2107fa9535ce09118495d4b589e8dccc6cd939898591db9426af0715af9eacdb
+size 33408
diff --git a/UCI_N4/ldlt/runs/statlog-landsat/fold_0/1762562415.9497545/events.out.tfevents.1762562415.auvsl-gpu-01.ise.illinois.edu.627156.393 b/UCI_N4/ldlt/runs/statlog-landsat/fold_0/1762562415.9497545/events.out.tfevents.1762562415.auvsl-gpu-01.ise.illinois.edu.627156.393
new file mode 100644
index 0000000000000000000000000000000000000000..1299e8b110d07de7bbb2139b595f141ae51bc67d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-landsat/fold_0/1762562415.9497545/events.out.tfevents.1762562415.auvsl-gpu-01.ise.illinois.edu.627156.393
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f41690a9455921a6d563f4fe7046e9310f19657ffafcc3d140e62690096d871
+size 1177
diff --git a/UCI_N4/ldlt/runs/statlog-landsat/fold_1/1762562441.5337396/events.out.tfevents.1762562441.auvsl-gpu-01.ise.illinois.edu.627156.395 b/UCI_N4/ldlt/runs/statlog-landsat/fold_1/1762562441.5337396/events.out.tfevents.1762562441.auvsl-gpu-01.ise.illinois.edu.627156.395
new file mode 100644
index 0000000000000000000000000000000000000000..720f2cf4a136398110dc537ee19ec31378863f5c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-landsat/fold_1/1762562441.5337396/events.out.tfevents.1762562441.auvsl-gpu-01.ise.illinois.edu.627156.395
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41c15ba7e2839c8fba9639a9487377f834119f2c3305e0887b9c8d2cf98e6846
+size 1177
diff --git a/UCI_N4/ldlt/runs/statlog-shuttle/fold_3/best_state.pth b/UCI_N4/ldlt/runs/statlog-shuttle/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bccc0bc1ccf6695bb838753cf4cee6af2bb20253
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-shuttle/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ca40698641995920ce458d6d9b55b6d2561152b482ec440f618625f5f59a449
+size 55413
diff --git a/UCI_N4/ldlt/runs/statlog-vehicle/fold_0/1762562430.6097708/events.out.tfevents.1762562430.auvsl-gpu-01.ise.illinois.edu.627158.433 b/UCI_N4/ldlt/runs/statlog-vehicle/fold_0/1762562430.6097708/events.out.tfevents.1762562430.auvsl-gpu-01.ise.illinois.edu.627158.433
new file mode 100644
index 0000000000000000000000000000000000000000..36b6f2da0b3a23dc858e7b3ebf3a88643ad2dcad
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-vehicle/fold_0/1762562430.6097708/events.out.tfevents.1762562430.auvsl-gpu-01.ise.illinois.edu.627158.433
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17ce5add0fea234398490b1ea88a8674aac402de676d3d400e76dd5cf3faef02
+size 1177
diff --git a/UCI_N4/ldlt/runs/statlog-vehicle/fold_1/1762562433.907014/events.out.tfevents.1762562433.auvsl-gpu-01.ise.illinois.edu.627158.435 b/UCI_N4/ldlt/runs/statlog-vehicle/fold_1/1762562433.907014/events.out.tfevents.1762562433.auvsl-gpu-01.ise.illinois.edu.627158.435
new file mode 100644
index 0000000000000000000000000000000000000000..ba7ce9bac5d608eb9d2dcc8f7ac2c39b1ef1f2c5
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-vehicle/fold_1/1762562433.907014/events.out.tfevents.1762562433.auvsl-gpu-01.ise.illinois.edu.627158.435
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50ec7de6402f21e0e661112af6b0fc31096b5b4ad66f4d5cd03bd89db372fada
+size 1177
diff --git a/UCI_N4/ldlt/runs/statlog-vehicle/fold_1/best_state.pth b/UCI_N4/ldlt/runs/statlog-vehicle/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..637966460def3604119affb82692abc3ba3b7357
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-vehicle/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a95c01e4a1cc476035f5f6adc05e134c83fdd4c95e743fdbab089f17b46ce9d
+size 183349
diff --git a/UCI_N6/aol/runs/abalone/fold_0/result.json b/UCI_N6/aol/runs/abalone/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2bb7a8abce0776f901789943fd3c2c4c7d21ffeb
--- /dev/null
+++ b/UCI_N6/aol/runs/abalone/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.5698412698412698,
+    "test_acc": 0.5633240111865762,
+    "train_size": 1044,
+    "val_size": 630,
+    "test_size": 2503,
+    "stats": {
+        "mean": [
+            [
+                0.03759131666666678,
+                -0.0067216787931033565,
+                -0.00504821235632188,
+                -0.010079406034482869,
+                0.0077948497126437005,
+                -0.0035954527720305413,
+                0.011847337255747069,
+                0.020808682452107305
+            ]
+        ],
+        "std": [
+            [
+                0.9932562075552053,
+                1.0067465043023525,
+                0.9980809038500921,
+                0.9297052233036605,
+                1.0141436995589543,
+                0.9931430828536596,
+                1.017739933100054,
+                1.0318462596531948
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.4490611255168915,
+        "72": 0.32760685682296753,
+        "108": 0.22453056275844574,
+        "255": 0.1006791815161705
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/abalone/fold_1/result.json b/UCI_N6/aol/runs/abalone/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..80d6fdd8cd21f7619764f15fccbf1a02bbb5cfc7
--- /dev/null
+++ b/UCI_N6/aol/runs/abalone/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.6098726114649682,
+    "test_acc": 0.5868263473053892,
+    "train_size": 1044,
+    "val_size": 628,
+    "test_size": 2505,
+    "stats": {
+        "mean": [
+            [
+                0.005192849233716447,
+                -0.0023747756321838803,
+                -0.004999904980842867,
+                -0.01065197068965531,
+                -0.001757506036398443,
+                -0.0004581268045977247,
+                -0.008801511695402298,
+                -0.0025385303256705034
+            ]
+        ],
+        "std": [
+            [
+                0.9921988752896624,
+                1.0113577078934743,
+                1.0108378611135136,
+                0.93746968476643,
+                1.0135082046349184,
+                1.0099861173658438,
+                1.0142707677051552,
+                1.019381711286177
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.46467065811157227,
+        "72": 0.35528939962387085,
+        "108": 0.2710578739643097,
+        "255": 0.12814371287822723
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/abalone/fold_2/result.json b/UCI_N6/aol/runs/abalone/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..25ba103e549f3bfb21472335e68e1edc80e7d99b
--- /dev/null
+++ b/UCI_N6/aol/runs/abalone/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 70,
+    "best_val_acc": 0.653910149750416,
+    "test_acc": 0.6078199052132701,
+    "train_size": 1044,
+    "val_size": 601,
+    "test_size": 2532,
+    "stats": {
+        "mean": [
+            [
+                -0.017948929501915466,
+                0.023985624319923418,
+                0.023087170114942556,
+                0.018317038026819783,
+                0.02778346245977014,
+                0.025539904827586328,
+                0.018261344003831434,
+                0.034770174578544095
+            ]
+        ],
+        "std": [
+            [
+                0.9978233519534647,
+                1.0049712832060378,
+                1.0100440980049294,
+                0.9634042347353897,
+                1.0033357823934823,
+                1.0054816988393045,
+                0.9890488354165379,
+                1.0152622279378631
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.4869668185710907,
+        "72": 0.365718811750412,
+        "108": 0.2985782027244568,
+        "255": 0.13270142674446106
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/abalone/fold_3/result.json b/UCI_N6/aol/runs/abalone/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1f12ea8e73c8e9a821364e8650059d0fa6f5a0d
--- /dev/null
+++ b/UCI_N6/aol/runs/abalone/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 79,
+    "best_val_acc": 0.6210873146622735,
+    "test_acc": 0.6132224861441014,
+    "train_size": 1044,
+    "val_size": 607,
+    "test_size": 2526,
+    "stats": {
+        "mean": [
+            [
+                -0.039933615229885006,
+                0.033357397988505864,
+                0.02810616465517236,
+                0.015225409386973148,
+                0.03982630053544057,
+                0.03327093634674338,
+                0.031858401652298855,
+                0.04330609419540234
+            ]
+        ],
+        "std": [
+            [
+                1.000898664612302,
+                1.0028361176421674,
+                1.0029617333979737,
+                0.9244955132147792,
+                1.020547570022181,
+                1.016662196023235,
+                1.0053994226175234,
+                1.025123395710352
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.48891526460647583,
+        "72": 0.3638163208961487,
+        "108": 0.2996833026409149,
+        "255": 0.13578779995441437
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/acute-inflammation/fold_0/result.json b/UCI_N6/aol/runs/acute-inflammation/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e119f3c8bbfdd5cc5e50ba181fa42b5da68ab5c
--- /dev/null
+++ b/UCI_N6/aol/runs/acute-inflammation/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.625,
+    "test_acc": 0.47297297297297297,
+    "train_size": 30,
+    "val_size": 16,
+    "test_size": 74,
+    "stats": {
+        "mean": [
+            [
+                -0.029776199999999933,
+                0.05815319999999998,
+                0.03366299999999992,
+                -0.07041613333333337,
+                0.0829954666666666,
+                0.3029878333333334
+            ]
+        ],
+        "std": [
+            [
+                1.046299339147563,
+                1.028676385077134,
+                0.9895473157792913,
+                1.0179845925601472,
+                0.9937462864656396,
+                1.0009348864350793
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.4729729890823364,
+        "72": 0.4729729890823364,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/acute-inflammation/fold_1/result.json b/UCI_N6/aol/runs/acute-inflammation/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..65865f44d3e8727b507f54d0bacd47adf4419481
--- /dev/null
+++ b/UCI_N6/aol/runs/acute-inflammation/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.5,
+    "train_size": 30,
+    "val_size": 18,
+    "test_size": 72,
+    "stats": {
+        "mean": [
+            [
+                0.2066000000000002,
+                0.2132320000000001,
+                0.16832333333333327,
+                -6.666666666858371e-07,
+                0.08299546666666664,
+                -0.033663
+            ]
+        ],
+        "std": [
+            [
+                1.073465583913181,
+                1.0965727109827237,
+                0.9521923485684088,
+                0.9958250796083059,
+                0.9937462864656397,
+                0.9895473157792911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.5,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/acute-inflammation/fold_2/result.json b/UCI_N6/aol/runs/acute-inflammation/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d4921624ba5fb0ec03188ac37b6e2900a29ddf4
--- /dev/null
+++ b/UCI_N6/aol/runs/acute-inflammation/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.6,
+    "test_acc": 0.6714285714285714,
+    "train_size": 30,
+    "val_size": 20,
+    "test_size": 70,
+    "stats": {
+        "mean": [
+            [
+                -0.06825569999999999,
+                -0.09692560000000008,
+                0.10099316666666662,
+                0.07041479999999994,
+                -0.11619693333333347,
+                0.16832750000000007
+            ]
+        ],
+        "std": [
+            [
+                0.9390286569686838,
+                0.9304728,
+                0.9733809278809981,
+                0.9680526182869189,
+                0.9870693041144554,
+                1.0099525000000003
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/acute-inflammation/fold_3/result.json b/UCI_N6/aol/runs/acute-inflammation/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..caf62d6221056a37bec2ccdece3efa407bc2e332
--- /dev/null
+++ b/UCI_N6/aol/runs/acute-inflammation/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5238095238095238,
+    "test_acc": 0.4927536231884058,
+    "train_size": 30,
+    "val_size": 21,
+    "test_size": 69,
+    "stats": {
+        "mean": [
+            [
+                0.061842666666666594,
+                -0.01938619999999999,
+                -0.03366716666666666,
+                -0.14083160000000008,
+                -0.049799466666666695,
+                -0.3029836666666666
+            ]
+        ],
+        "std": [
+            [
+                0.9526045937382531,
+                0.9838646893399317,
+                1.000934886435079,
+                1.0348917799997448,
+                0.9937462864656396,
+                0.8932355996217098
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/acute-nephritis/fold_0/result.json b/UCI_N6/aol/runs/acute-nephritis/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7b995003f2e19f178cb2dfa03b1a61f96269a3e
--- /dev/null
+++ b/UCI_N6/aol/runs/acute-nephritis/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.4117647058823529,
+    "test_acc": 0.4246575342465753,
+    "train_size": 30,
+    "val_size": 17,
+    "test_size": 73,
+    "stats": {
+        "mean": [
+            [
+                -0.1415510333333333,
+                0.21323200000000003,
+                -0.03366716666666671,
+                -6.666666667154431e-07,
+                0.2821878666666666,
+                -0.1683233333333333
+            ]
+        ],
+        "std": [
+            [
+                1.0909027516263303,
+                1.0965727109827237,
+                1.0009348864350789,
+                0.9958250796083059,
+                0.9598970403996372,
+                0.9521923485684088
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.42465752363204956,
+        "72": 0.42465752363204956,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/acute-nephritis/fold_1/result.json b/UCI_N6/aol/runs/acute-nephritis/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..eda83d98cbcf7e8ab6cf09388a075f41439cf263
--- /dev/null
+++ b/UCI_N6/aol/runs/acute-nephritis/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.40789473684210525,
+    "train_size": 30,
+    "val_size": 14,
+    "test_size": 76,
+    "stats": {
+        "mean": [
+            [
+                0.012368109999999948,
+                -0.0969256,
+                0.10099316666666665,
+                -0.21124706666666673,
+                -0.11619693333333339,
+                -0.033662999999999985
+            ]
+        ],
+        "std": [
+            [
+                0.9970611705313925,
+                0.9304727999999999,
+                0.9733809278809981,
+                1.0468011683411809,
+                0.9870693041144555,
+                0.9895473157792911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.40789473056793213,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/acute-nephritis/fold_2/result.json b/UCI_N6/aol/runs/acute-nephritis/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0148fb4d65a4aef46e4ad629f02af6f25159a10
--- /dev/null
+++ b/UCI_N6/aol/runs/acute-nephritis/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9493670886075949,
+    "train_size": 30,
+    "val_size": 11,
+    "test_size": 79,
+    "stats": {
+        "mean": [
+            [
+                0.03252466666666676,
+                0.05815320000000001,
+                -0.10099733333333338,
+                -6.666666667154431e-07,
+                0.1493929333333332,
+                -0.033662999999999985
+            ]
+        ],
+        "std": [
+            [
+                0.9744119491152714,
+                1.0286763850771339,
+                1.0077056618442157,
+                0.9958250796083059,
+                0.9870693041144553,
+                0.9895473157792911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/acute-nephritis/fold_3/result.json b/UCI_N6/aol/runs/acute-nephritis/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6699c738f7755dc00626e9cab834134c4df45f76
--- /dev/null
+++ b/UCI_N6/aol/runs/acute-nephritis/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.42105263157894735,
+    "test_acc": 0.6197183098591549,
+    "train_size": 30,
+    "val_size": 19,
+    "test_size": 71,
+    "stats": {
+        "mean": [
+            [
+                -0.029776590000000006,
+                -0.01938619999999999,
+                -0.10099733333333341,
+                -6.666666667080416e-07,
+                0.01659799999999996,
+                -0.10099316666666663
+            ]
+        ],
+        "std": [
+            [
+                1.0535901730675965,
+                0.9838646893399317,
+                1.0077056618442157,
+                0.9958250796083058,
+                0.995962,
+                0.9733809278809978
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/adult/fold_0/result.json b/UCI_N6/aol/runs/adult/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a3c3cfd9f50d41969084a429bd20adb67ee19da
--- /dev/null
+++ b/UCI_N6/aol/runs/adult/fold_0/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.8116427918317586,
+    "test_acc": 0.8136466787184122,
+    "train_size": 16281,
+    "val_size": 6562,
+    "test_size": 25999,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3726,
+    "cert_evals": {
+        "36": 0.7491827011108398,
+        "72": 0.6883341670036316,
+        "108": 0.6262548565864563,
+        "255": 0.36520636081695557
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/adult/fold_1/result.json b/UCI_N6/aol/runs/adult/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6663cfcc509f87ea77be2f9b825d5c3f59af3be
--- /dev/null
+++ b/UCI_N6/aol/runs/adult/fold_1/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.8053178484107579,
+    "test_acc": 0.8088557481646615,
+    "train_size": 16281,
+    "val_size": 6544,
+    "test_size": 26017,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3726,
+    "cert_evals": {
+        "36": 0.7457816004753113,
+        "72": 0.683745265007019,
+        "108": 0.6204404830932617,
+        "255": 0.3610716164112091
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/adult/fold_2/result.json b/UCI_N6/aol/runs/adult/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..970f3832748c8587106f8cf9e6bdc92a27b385ae
--- /dev/null
+++ b/UCI_N6/aol/runs/adult/fold_2/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.8117955843754825,
+    "test_acc": 0.813717221285079,
+    "train_size": 16281,
+    "val_size": 6477,
+    "test_size": 26084,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3726,
+    "cert_evals": {
+        "36": 0.7488498687744141,
+        "72": 0.6914200186729431,
+        "108": 0.630961537361145,
+        "255": 0.3793896734714508
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/adult/fold_3/result.json b/UCI_N6/aol/runs/adult/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..05d284a5b8612fc6074046c2248f8e2ebe6c9510
--- /dev/null
+++ b/UCI_N6/aol/runs/adult/fold_3/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.8115634932647192,
+    "test_acc": 0.8194883254989597,
+    "train_size": 16281,
+    "val_size": 6607,
+    "test_size": 25954,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3726,
+    "cert_evals": {
+        "36": 0.7556831240653992,
+        "72": 0.6958850026130676,
+        "108": 0.6367419362068176,
+        "255": 0.3891500234603882
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/annealing/fold_0/result.json b/UCI_N6/aol/runs/annealing/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d7b1a3eb0ba64cf73b1de142500b0e22410b2bac
--- /dev/null
+++ b/UCI_N6/aol/runs/annealing/fold_0/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.75,
+    "test_acc": 0.7698412698412699,
+    "train_size": 100,
+    "val_size": 168,
+    "test_size": 630,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 17923,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/annealing/fold_1/result.json b/UCI_N6/aol/runs/annealing/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d3821d899ca3333f810bd3cfbb180fefe54b722
--- /dev/null
+++ b/UCI_N6/aol/runs/annealing/fold_1/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.8322981366459627,
+    "test_acc": 0.792778649921507,
+    "train_size": 100,
+    "val_size": 161,
+    "test_size": 637,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 17923,
+    "cert_evals": {
+        "36": 0.15541601181030273,
+        "72": 0.06907378137111664,
+        "108": 0.06907378137111664,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/annealing/fold_2/result.json b/UCI_N6/aol/runs/annealing/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a45f0ab75acfc03e2ec85a219deb45369cb6585e
--- /dev/null
+++ b/UCI_N6/aol/runs/annealing/fold_2/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.7602339181286549,
+    "test_acc": 0.8022328548644339,
+    "train_size": 100,
+    "val_size": 171,
+    "test_size": 627,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 17923,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/annealing/fold_3/result.json b/UCI_N6/aol/runs/annealing/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..86ad0f94122c9f898fdf0bddd3501039eb164db2
--- /dev/null
+++ b/UCI_N6/aol/runs/annealing/fold_3/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.17964071856287425,
+    "test_acc": 0.15689381933438987,
+    "train_size": 100,
+    "val_size": 167,
+    "test_size": 631,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 17923,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/arrhythmia/fold_0/result.json b/UCI_N6/aol/runs/arrhythmia/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..698e93f78202a52429cac7b24da2c6e04d959c94
--- /dev/null
+++ b/UCI_N6/aol/runs/arrhythmia/fold_0/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.620253164556962,
+    "test_acc": 0.5423076923076923,
+    "train_size": 113,
+    "val_size": 79,
+    "test_size": 260,
+    "stats": {
+        "mean": [
+            [
+                -0.05548900442477873,
+                0.17327679646017674,
+                -0.09933938283185836,
+                -0.022536060176991165,
+                -0.05529378318584072,
+                -0.02827017327433631,
+                -0.005964132743362813,
+                0.04588333831858407,
+                -0.06835887191150443,
+                -0.01879734327433625,
+                0.08708691123893805,
+                -0.010227719469026567,
+                -0.05324860619469024,
+                0.03857876283185871,
+                -0.0029412946902654486,
+                -0.14624673451327397,
+                0.0106677238938053,
+                -0.09994685221238946,
+                -2.2654867242673962e-07,
+                -0.10041930088495568,
+                0.14110856637168184,
+                -0.02112876106194691,
+                -0.021128761061946916,
+                -0.06659289999999989,
+                -0.06659289999999989,
+                -0.09438650000000005,
+                -0.024449619469026587,
+                -0.006156723893805307,
+                -0.03655609734513271,
+                -0.06008078761061956,
+                -0.05587280000000011,
+                -0.1535461769911505,
+                -2.9203539835147346e-07,
+                0.1454482212389377,
+                -0.04703600000000003,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.053692424778761245,
+                0.10382045292035355,
+                -0.045959752212389356,
+                -0.039423744247787586,
+                -0.042264867256637376,
+                -0.0339906548672566,
+                -0.10218601769911498,
+                -0.04703600000000003,
+                0.04783872566371683,
+                0.14110856637168165,
+                -2.920353982139237e-07,
+                -0.1056450000000003,
+                -0.06659289999999989,
+                0.039230692920353964,
+                -0.048857433628318604,
+                -0.0949235044247789,
+                -0.0951867699115044,
+                -0.04703600000000003,
+                -0.07884043362831854,
+                -0.021128761061946947,
+                0.0665928778761063,
+                0.0665928778761063,
+                0.06659287787610634,
+                0.0665928778761063,
+                1.0619469034296467e-07,
+                -0.14459542477876128,
+                0.10166875221238943,
+                -0.0007696849557522316,
+                0.08089214159292042,
+                0.024555884070796462,
+                -0.06704164601769926,
+                -0.04703600000000003,
+                0.1411085663716821,
+                0.02721671504424786,
+                -0.04703600000000003,
+                0.008643274336283235,
+                -0.03328283893805306,
+                -0.08280126353982296,
+                -0.04353061946902624,
+                0.022193132743362702,
+                -0.07879264601769921,
+                0.06659287787610634,
+                0.07170867256637195,
+                0.1411085663716824,
+                -0.04703600000000003,
+                0.14110856637168173,
+                -0.05805589380530971,
+                0.08516874884955755,
+                0.043014315044247776,
+                -0.002110141592920556,
+                -0.07482919999999994,
+                0.027698871681415955,
+                -0.08165009999999992,
+                -0.0536924247787612,
+                1.0619469030955972e-07,
+                -0.09438650000000005,
+                0.06338747787610613,
+                -0.0901489026548673,
+                -0.04849817699115047,
+                0.07722033628318585,
+                0.026260424778761074,
+                0.0738569911504426,
+                0.04712901946902665,
+                0.16431531858407084,
+                0.09438671238938037,
+                0.09438671238938054,
+                -0.0386190796460177,
+                -0.09438650000000005,
+                1.0619469029580476e-07,
+                0.06704106194690244,
+                0.00271023008849546,
+                0.04821953097345133,
+                -0.022629159292035374,
+                0.24075912389380558,
+                0.19588278672566428,
+                0.10636762831858415,
+                0.07170867256637167,
+                0.0665928778761063,
+                -0.08165009999999992,
+                1.0619469029580476e-07,
+                0.24495034513274322,
+                -0.02112876106194717,
+                -0.03837423008849555,
+                0.0792644690265486,
+                -0.010963192920353986,
+                -0.13985853097345086,
+                -0.06118739999999991,
+                -0.05918213274336283,
+                -0.06659289999999989,
+                0.19309768141592948,
+                0.0665928778761063,
+                -2.920353984064934e-07,
+                -0.08791879646017699,
+                -0.009588667256637163,
+                0.039876742477876134,
+                -0.04371391504424787,
+                -0.09472733274336269,
+                -0.08165009999999992,
+                -0.04703600000000003,
+                -0.08165009999999992,
+                -0.059833336283185844,
+                -0.07838458407079653,
+                -0.015475274336283125,
+                -0.0805356,
+                -0.13698139380530983,
+                0.14110856637168137,
+                -0.04703600000000003,
+                0.0665928778761063,
+                -0.021128761061947016,
+                0.017010241592920368,
+                0.09822180530973434,
+                0.005761375398230098,
+                0.0322361946902655,
+                -0.034939104424778704,
+                0.06566965486725665,
+                0.061632838053097376,
+                0.0004023300884955741,
+                0.07045262681415927,
+                0.028733457522123865,
+                0.02147898230088495,
+                -0.05026543539823011,
+                0.060225181415929224,
+                -0.07029714159292026,
+                0.06618380000000008,
+                0.011594984955752213,
+                0.040387401769911555,
+                -0.0058615916814159065,
+                0.04742410654867257,
+                -0.015766054867256643,
+                -0.062290848053097175,
+                -0.05214830601769914,
+                0.04644970973451337,
+                -0.05739616814159293,
+                0.05439313274336291,
+                -0.0036409858407079588,
+                -0.009598277876106183,
+                -0.011235967256637188,
+                -0.002634908849557516,
+                -0.005508535398230053,
+                -0.05590965752212387,
+                -0.06772527787610619,
+                0.08251315044247781,
+                -0.08976234513274321,
+                0.04703600000000003,
+                -0.04274165486725669,
+                -0.05909215752212393,
+                0.027935999115044265,
+                -0.036451818017699096,
+                0.03197787610619467,
+                0.1596792035398229,
+                0.0024668168141592844,
+                -0.015842806194690306,
+                0.07878208849557493,
+                0.006463776548672604,
+                0.06462291946902653,
+                0.025483634513274327,
+                0.06707996637168136,
+                -0.07861038619469025,
+                -0.0949829097345134,
+                -0.08679084778761066,
+                0.09411216159292037,
+                -0.061483929203539976,
+                -0.03750280353982299,
+                0.024982454867256657,
+                0.010920844247787605,
+                -0.036973680442477924,
+                -0.00325765690265486,
+                -0.06706977168141595,
+                0.054682415929203546,
+                0.07233616902654867,
+                0.024967183185840673,
+                0.0201886814159292,
+                0.0625599000000001,
+                0.016163015929203547,
+                -0.19404511061946894,
+                0.1314095771681416,
+                -0.02607840336283184,
+                -0.07232390353982299,
+                0.06542182300884967,
+                0.09097714132743363,
+                -0.0490932584955752,
+                0.17395115044247766,
+                -0.08915754336283198,
+                0.005843493805309704,
+                -0.1311985026548673,
+                0.0822022767256637,
+                -0.0316962311504425,
+                -0.15503262123893807,
+                0.050416203539823005,
+                0.012278147787610633,
+                0.0764223432743363,
+                0.20117684424778776,
+                -0.15312840973451328,
+                -0.006850403539823016,
+                -0.22191862300884949,
+                0.1207021007964602,
+                -0.08917110283185833,
+                -0.07690047646017703,
+                0.030319972566371638,
+                -0.1126870734513274,
+                0.06241866831858403,
+                -0.1273596991150443,
+                0.06213639999999999,
+                -0.07254762831858405,
+                -0.08504349999999997,
+                0.034207636283185856,
+                -0.02238689532743362,
+                0.10946240796460185,
+                0.021622823008849552,
+                -0.1487953611504425,
+                0.02685327893805308,
+                -0.04490421946902649,
+                -0.04955592035398229,
+                0.06734868938053096,
+                -0.08363668734513273,
+                0.022693176017699095,
+                0.09933861353982294,
+                -0.00604589380530972,
+                -0.10963647433628322,
+                0.03259297079646029,
+                -0.07945840000000003,
+                -0.007002541592920362,
+                0.10658185398230094,
+                -0.0866022876106194,
+                0.06365430106194689
+            ]
+        ],
+        "std": [
+            [
+                0.9732374444872444,
+                0.9655808459932996,
+                0.2507734231833244,
+                0.85756632700396,
+                0.9152499916483915,
+                0.9319460220789437,
+                0.9577523305438101,
+                1.1527478213503135,
+                0.9576681124104236,
+                1.0097636409421697,
+                0.9939501739346246,
+                0.8077223719814682,
+                0.9956881527950738,
+                1.065832253077651,
+                0.8648866626310105,
+                0.7884428876814543,
+                0.8846283104978594,
+                1.0392968702844574,
+                0.9547571784517959,
+                0.830419971626617,
+                1.9911349325902201,
+                0.8944357999064113,
+                0.8944357999064099,
+                1.0,
+                1.0,
+                1.0,
+                1.0288388455432311,
+                1.0366372636701484,
+                1.0104922342254585,
+                0.6029602666961917,
+                1.0,
+                0.9119059418676891,
+                0.9988936769842922,
+                1.3401171108416883,
+                1.0,
+                1.0,
+                1.409505785723462,
+                0.7576328500006007,
+                1.1142082921935355,
+                1.100915710823559,
+                0.9521761840451372,
+                0.8352521125885086,
+                0.7194469320515606,
+                0.9886952789548065,
+                1.0,
+                1.111662684055426,
+                1.9911349325902201,
+                0.9988936769842919,
+                1.0,
+                1.0,
+                0.9092993788613446,
+                1.061138924056677,
+                0.8860454459362529,
+                0.77869888137794,
+                1.0,
+                0.9971658374137916,
+                0.8944357999064098,
+                1.4095057857234619,
+                1.409505785723463,
+                1.4095057857234636,
+                1.4095057857234625,
+                0.9988939483461562,
+                0.8359429042688657,
+                0.9455652546275832,
+                1.047159553008427,
+                1.2373317065584502,
+                0.9367499049873408,
+                0.7094990007768702,
+                1.0,
+                1.9911349325902201,
+                1.152138074538977,
+                1.0,
+                1.076296523650441,
+                1.0790204523971971,
+                0.9278040585020654,
+                0.6623289850929874,
+                1.0736843273720698,
+                1.059187675645061,
+                1.4095057857234636,
+                1.1978616378928757,
+                1.9911349325902201,
+                1.0,
+                1.9911349325902201,
+                0.9142231440920847,
+                1.3486308966826843,
+                0.9779239267203217,
+                1.072217573812213,
+                1.0,
+                1.0670736267417575,
+                1.0,
+                0.7576328500006009,
+                0.9988939483461562,
+                1.0,
+                1.2592635987036094,
+                0.6360290623787335,
+                0.8549033709264361,
+                1.300841714365119,
+                0.979322007928904,
+                1.2296324368044147,
+                1.3300447893255654,
+                1.2339107860310472,
+                1.4063287585864288,
+                1.4063287585864277,
+                0.817419899167048,
+                1.0,
+                0.9988939483461566,
+                1.2178666747421332,
+                0.9179155627028488,
+                1.1674686384124506,
+                0.937597875841375,
+                1.9128860722576218,
+                1.9849443701676805,
+                1.2128492302504466,
+                1.1978616378928766,
+                1.409505785723462,
+                1.0,
+                0.9988939483461566,
+                1.9776639067090993,
+                0.8944357999064088,
+                0.9089427774812973,
+                1.1565813541259533,
+                0.9312031818896745,
+                0.37790291497240225,
+                1.0,
+                1.0103067336455187,
+                1.0,
+                1.612796005825811,
+                1.4095057857234625,
+                0.9988936769842919,
+                0.9869575017654069,
+                1.0625408223089012,
+                0.8572543250334869,
+                0.4626232154331089,
+                0.8399894436428749,
+                1.0,
+                1.0,
+                1.0,
+                0.9949165069017805,
+                0.9763809111647539,
+                0.9886383527662114,
+                1.0,
+                0.8853802248708618,
+                1.9911349325902201,
+                1.0,
+                1.4095057857234612,
+                0.8944357999064094,
+                0.8545082434186259,
+                0.8796291945635648,
+                0.9389113833926183,
+                0.8861374760427413,
+                0.39441056751713705,
+                0.8648668783726172,
+                0.9862191391833568,
+                0.8481954658017612,
+                0.9206020572467216,
+                0.886517128434336,
+                1.0192902215038742,
+                0.956622629021229,
+                0.8523688961466389,
+                0.2992587051477164,
+                1.0,
+                0.8898404778961094,
+                1.0071877733497892,
+                0.950155747946548,
+                1.0050918229648342,
+                0.7815635141616576,
+                0.9972744785704897,
+                0.9594844360499902,
+                0.9255046483391078,
+                0.4876909595587591,
+                0.5036861467715275,
+                0.8566188861170654,
+                0.7638467720219689,
+                1.0032544884403838,
+                1.0560420525550518,
+                0.8986819691295396,
+                0.9372189161919664,
+                0.8101867430665612,
+                0.8950623205358443,
+                0.7725356624236849,
+                1.0,
+                0.872460731649835,
+                1.045597205130584,
+                0.881115812189619,
+                0.9553256168269835,
+                0.8848742890899297,
+                0.5907365616618244,
+                0.9525692591339604,
+                0.9761188977078773,
+                1.2163938242844157,
+                0.9319895550002153,
+                0.8335462617896103,
+                0.9176414735582966,
+                0.9775951517497435,
+                0.8425042883529639,
+                1.2598848541968266,
+                0.949252647471748,
+                0.838972165335258,
+                0.23456841787874302,
+                1.1642248030770597,
+                0.8628119131177865,
+                0.8751618803772816,
+                0.9228296916565395,
+                0.9809394578124714,
+                0.5915262659968897,
+                0.8563703331027254,
+                1.223677024967222,
+                0.9284798655045788,
+                1.2965375076317172,
+                1.0,
+                0.9389878405072626,
+                0.8540110671890598,
+                1.316521539927867,
+                1.4340416104694482,
+                0.8735072262525767,
+                0.676363014728904,
+                1.1134658692256694,
+                1.0134545560863548,
+                1.7552329970203224,
+                1.7155564074285294,
+                0.873049365917997,
+                1.030474558081803,
+                1.0170344415415917,
+                1.0766146909852692,
+                0.7111765255105056,
+                0.6923440560955865,
+                1.0058025631570486,
+                0.9240158601820535,
+                1.9435205267323648,
+                1.9899491083438348,
+                0.8387690283436754,
+                0.9708565551581373,
+                0.8493149601758292,
+                0.985055690803851,
+                0.8279931417986857,
+                0.9098729896957297,
+                0.9370725829078755,
+                0.8393620512490872,
+                0.28080206241297245,
+                1.0,
+                0.8220194136548338,
+                0.9761698379739507,
+                0.7917031329595748,
+                0.9270879739715543,
+                0.847139011361557,
+                1.0122054789755355,
+                0.9745187015121873,
+                0.8548335912371546,
+                0.16972156566241,
+                0.8245729285934237,
+                1.06901211839648,
+                0.8750748380574906,
+                1.0605384058291198,
+                0.814622435544981,
+                1.1662691506968674,
+                1.0027045465050628,
+                0.707221379699125,
+                1.0,
+                0.8738904193642293,
+                1.0307627522011051,
+                0.9112504790758761,
+                1.0340966211802813
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1245037,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/arrhythmia/fold_1/result.json b/UCI_N6/aol/runs/arrhythmia/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..00bf8dca53df1e3af0679aae78dc57d6b7933094
--- /dev/null
+++ b/UCI_N6/aol/runs/arrhythmia/fold_1/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.5087719298245614,
+    "test_acc": 0.4787234042553192,
+    "train_size": 113,
+    "val_size": 57,
+    "test_size": 282,
+    "stats": {
+        "mean": [
+            [
+                -0.08236052831858409,
+                0.04887446902654869,
+                0.0825547600000001,
+                0.07080902389380533,
+                0.06969351327433632,
+                -0.02017880672566372,
+                0.0033134920353982203,
+                -0.0904622607964602,
+                0.0008566455575221136,
+                0.05502761778761062,
+                0.0029605046017698983,
+                0.16618478141592918,
+                0.10348846991150445,
+                -0.12880789292035386,
+                0.001393306194690269,
+                -0.009972053097345045,
+                -0.13480514867256632,
+                0.15853807787610613,
+                -0.022554120353982243,
+                -0.17088875221238942,
+                -0.04703600000000003,
+                -0.02112876106194702,
+                0.14790371681415893,
+                0.0665928778761063,
+                0.0665928778761063,
+                0.09438671238938028,
+                -0.033913831858407135,
+                -0.05746374070796462,
+                0.020589044247787618,
+                -0.08296883185840712,
+                -0.016433217699115002,
+                -0.02482472566371683,
+                -0.13408300000000029,
+                -0.0661125929203539,
+                0.14110856637168206,
+                0.19977865575221251,
+                0.06659287787610634,
+                0.16107630088495584,
+                -0.04968823575221234,
+                0.16085886725663703,
+                -0.040819525663716834,
+                -0.04226484955752222,
+                0.03399069026548677,
+                0.08868894690265484,
+                0.14110856637168143,
+                0.1435154159292037,
+                -0.04703600000000003,
+                -2.920353984457933e-07,
+                -0.02112876106194691,
+                0.1997786557522125,
+                -0.14194291681415921,
+                0.11196102831858407,
+                0.0592675752212388,
+                0.09347194690265491,
+                -0.04703600000000003,
+                0.13773737168141595,
+                -0.1056450000000003,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.06659289999999989,
+                0.0665928778761063,
+                0.09438671238938029,
+                -0.09931298230088502,
+                -0.11574543716814155,
+                0.19007244637168158,
+                0.006741415929203616,
+                -0.17417296814159283,
+                -2.920353982846636e-07,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                0.027216715044247736,
+                0.14110856637168231,
+                -0.00288054867256639,
+                0.04904841858407081,
+                0.02098572858407086,
+                -0.1192364601769909,
+                -0.0031704955752213143,
+                0.01358514159292034,
+                -0.06659289999999989,
+                0.014341504424779012,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                0.07784732743362836,
+                0.10888657327433629,
+                -0.1186584123893806,
+                -0.02180679646017706,
+                -0.07482919999999994,
+                0.08863622212389385,
+                0.13608353008849555,
+                0.08948672566371674,
+                1.0619469028597977e-07,
+                -0.09438650000000005,
+                -0.02112876106194696,
+                0.09014838938053121,
+                -0.048498132743362864,
+                0.05329288938053096,
+                0.07878135752212394,
+                0.006330884955752202,
+                0.04712901946902665,
+                0.11292442477876118,
+                -0.09438650000000005,
+                0.09438671238938054,
+                -0.03861907964601756,
+                1.0619469029580476e-07,
+                -0.09438650000000005,
+                0.06704106194690229,
+                -0.07101396460177,
+                0.11338092035398238,
+                0.022629575221239016,
+                0.15994504424778788,
+                0.039176644247788044,
+                0.11334270796460184,
+                -0.100392831858407,
+                0.0665928778761063,
+                -0.08165009999999992,
+                1.0619469028597977e-07,
+                0.027216715044247736,
+                -0.0211287610619469,
+                0.007675044247787407,
+                0.017898353982300903,
+                0.022447520353982425,
+                -0.10415006194690236,
+                -0.06118739999999991,
+                -0.031867106194690256,
+                0.0665928778761063,
+                0.0386198407079645,
+                -0.06659289999999989,
+                0.06704106194690229,
+                0.03697516814159319,
+                -0.044993100884955714,
+                -0.005112693362831841,
+                -0.08742769999999993,
+                -0.04059785840707965,
+                0.027216715044247736,
+                0.1411085663716819,
+                0.13608353008849491,
+                0.03589945132743362,
+                -0.0453806460176991,
+                0.003572176991150533,
+                0.05211161769911493,
+                -0.012922732743362846,
+                0.1411085663716814,
+                -0.04703600000000003,
+                0.1997786557522125,
+                0.14790371681415954,
+                0.14316932831858414,
+                0.03571657522123903,
+                -0.10441322884955753,
+                -0.23222040176991168,
+                -0.03493910442477871,
+                0.05546864601769913,
+                0.12581869469026555,
+                -0.18030577079646018,
+                -0.07161228646017702,
+                -0.03718444513274338,
+                0.013523787610619589,
+                0.10059417451327425,
+                0.01624747876106193,
+                0.05021323893805318,
+                -0.05147623362831883,
+                0.1827229362831858,
+                0.0034618557522124397,
+                0.05241511327433623,
+                0.030558143362831823,
+                -0.19202160176991148,
+                0.11133997495575228,
+                0.12129543628318586,
+                0.060097776106194795,
+                0.11579815929203502,
+                -0.027196398230088462,
+                0.17599128230088495,
+                -0.1195051539823009,
+                0.18247482389380532,
+                0.06219380353982303,
+                -0.09025506017699113,
+                0.08350311504424779,
+                0.1271729522123894,
+                -0.0951591353982304,
+                0.10388311504424796,
+                0.04703600000000003,
+                -0.14397143362831855,
+                -0.056712807079646044,
+                0.11911974769911506,
+                0.07255731355752211,
+                0.17956833628318594,
+                0.03657456283185836,
+                -0.12767188938053103,
+                -0.21526490619469008,
+                0.019409734513274046,
+                -0.20038580796460184,
+                0.13453505858407078,
+                -0.20150050008849554,
+                -0.10956924336283183,
+                -0.1755137388495575,
+                0.07771356637168146,
+                0.1258815132743363,
+                0.05789021663716825,
+                0.059674265486725525,
+                0.04250356814159293,
+                0.18101372743362842,
+                -0.08988732212389382,
+                0.148077411681416,
+                0.041530495575221225,
+                -0.07796867964601775,
+                -0.08606286725663721,
+                0.216610610619469,
+                0.09511035132743359,
+                -0.05938040707964593,
+                0.0625599000000001,
+                -0.09312924070796465,
+                -0.07196051769911511,
+                0.13021555911504423,
+                0.10358608645132746,
+                -0.0039450442477876055,
+                0.015811640707964647,
+                0.042050546725663725,
+                -0.11399942584070796,
+                0.01275024778761036,
+                -0.012157897345132696,
+                -0.07146561415929208,
+                -0.03644905008849562,
+                -0.0460240963716814,
+                -0.04567296300884947,
+                -0.0159320159292035,
+                -0.020865886725663647,
+                0.006243656991150445,
+                -0.04104453495575228,
+                0.04250217699115046,
+                0.034307366371681414,
+                -0.11968876460176998,
+                -0.0937977030973451,
+                -0.007898124601769923,
+                -0.06254813724778759,
+                0.027666705132743385,
+                -0.0678103380530974,
+                0.0033648314159292177,
+                0.014861656991150381,
+                -0.08490639823008855,
+                0.06213639999999999,
+                0.10985744247787621,
+                -0.1141806185840708,
+                -0.0051085477876106,
+                -0.07652198922123891,
+                0.1186390026548673,
+                -0.006018964601769793,
+                -0.03378361716814159,
+                0.011641800000000063,
+                -0.06094139999999994,
+                0.1415026725663717,
+                -0.08340849911504429,
+                -0.021807159292035423,
+                -0.08355237141592924,
+                0.10080485079646004,
+                -0.0028213893805309528,
+                -0.039560768141592914,
+                -0.03811751592920355,
+                0.06180052389380527,
+                0.08721472743362838,
+                -0.045456217699115044,
+                -0.04452998026548677,
+                -0.08741183716814158
+            ]
+        ],
+        "std": [
+            [
+                1.0288523625377175,
+                0.9926765498781311,
+                1.5821926864265932,
+                1.2345480341843558,
+                1.0919259987637373,
+                0.8553411989728208,
+                0.9770372253740158,
+                1.0941619685910755,
+                0.9070109264400832,
+                1.1660151450666374,
+                0.82811358045681,
+                0.8585451804478106,
+                0.9271539318095082,
+                0.826139795075132,
+                0.9407871254954377,
+                1.1098127265333941,
+                0.9673996715099642,
+                1.0170784936919917,
+                0.7160692020317576,
+                0.8881539469849713,
+                1.0,
+                0.8944357999064094,
+                1.5353137244867066,
+                1.409505785723462,
+                1.4095057857234625,
+                1.4063287585864295,
+                0.8810006273224485,
+                0.9386543902953636,
+                0.9544080465249254,
+                0.605561339519823,
+                0.41738930632162535,
+                0.9435148318250272,
+                1.0,
+                0.7880462841530468,
+                1.9911349325902201,
+                1.9844233966366362,
+                1.4095057857234636,
+                1.494834216304884,
+                0.8945327921343991,
+                1.0465252306595956,
+                0.9657902518204129,
+                0.8818849232826983,
+                1.01289922968906,
+                0.9542609489006632,
+                1.9911349325902201,
+                1.303101066939662,
+                1.0,
+                0.9988936769842933,
+                0.8944357999064099,
+                1.9844233966366385,
+                0.9721978598866062,
+                0.9751070654641969,
+                1.053405494669145,
+                1.2277188687789828,
+                1.0,
+                0.9710532649972081,
+                1.0,
+                1.0,
+                1.4095057857234625,
+                1.0,
+                1.409505785723463,
+                1.4063287585864295,
+                0.9944538524514821,
+                1.0084398738408038,
+                1.096956593110858,
+                0.9848747659663566,
+                1.0176485758563296,
+                0.9988936769842915,
+                1.0,
+                1.0,
+                1.1521380745389784,
+                1.9911349325902201,
+                0.8886796764360778,
+                1.0626176220464763,
+                0.9820129092696263,
+                0.48071756015968203,
+                0.8052609158630751,
+                0.9014845427415126,
+                1.0,
+                1.0421263616247836,
+                1.0,
+                1.0,
+                1.0,
+                1.0603166366167238,
+                1.3948018100222412,
+                1.0002378777841179,
+                1.0521891063258038,
+                1.0,
+                1.170667828978199,
+                1.6220790112596297,
+                1.3004892166096398,
+                0.9988939483461562,
+                1.0,
+                0.8944357999064098,
+                1.2549059943840741,
+                0.9010506624821365,
+                1.2640911636544077,
+                0.947031285603356,
+                0.991260918816901,
+                1.3300447893255651,
+                1.1497030038124454,
+                1.0,
+                1.4063287585864277,
+                0.8174198991670485,
+                0.9988939483461566,
+                1.0,
+                1.217866674742133,
+                0.8282680988206665,
+                1.073085103116072,
+                0.9693454139903576,
+                1.7234040703162494,
+                1.1056144342459158,
+                1.074119172644369,
+                0.6071170412907283,
+                1.409505785723462,
+                1.0,
+                0.9988939483461562,
+                1.1521380745389787,
+                0.8944357999064119,
+                1.058370875443875,
+                1.0846522644237848,
+                1.0598613115637294,
+                0.5613288969768316,
+                1.0,
+                1.077530223972941,
+                1.4095057857234625,
+                1.15083399388167,
+                1.0,
+                1.2178666747421318,
+                1.0966395583377115,
+                1.0389053330759344,
+                1.0429545495698374,
+                1.0,
+                1.0244696199828591,
+                1.152138074538978,
+                1.9911349325902201,
+                1.6220790112596353,
+                1.1329428844818097,
+                1.0304640926757396,
+                1.0027828154445004,
+                1.4038062005460157,
+                1.0648539403871593,
+                1.9911349325902201,
+                1.0,
+                1.9844233966366391,
+                1.5353137244867094,
+                0.6866407429573802,
+                0.9470876233472572,
+                0.8928451459276403,
+                1.3503062413436946,
+                0.39441056751713693,
+                1.0739060999830787,
+                0.8074286630470415,
+                0.8622816943277237,
+                0.9235511168325403,
+                0.8884646840941383,
+                0.9253177369109523,
+                1.0067482855890655,
+                0.8717444615689396,
+                1.7004798113300974,
+                1.2451967529281143,
+                1.0189016467998342,
+                0.9159576992318523,
+                0.9716842292520014,
+                0.8537203439878127,
+                0.6934639134127168,
+                0.6814900866218891,
+                1.08628728041417,
+                0.8695100152450093,
+                1.7244969164094923,
+                0.9957413253735008,
+                0.886998298843266,
+                1.0086098935045376,
+                0.9474117590718318,
+                0.9527864599550645,
+                0.8622024829086022,
+                0.928715896349544,
+                1.165972778898159,
+                1.1444020655792773,
+                1.249832703644339,
+                1.0,
+                1.04414181114218,
+                0.7888691092407913,
+                0.8896110919230731,
+                0.8385172959457787,
+                0.6963004767756463,
+                1.0524770129026086,
+                0.8728215158868736,
+                1.2422671085343606,
+                1.0395955941659785,
+                0.9729248895409327,
+                0.942112878700215,
+                0.9029124312015971,
+                0.9945356002953412,
+                0.9067257721352653,
+                0.6559269963983796,
+                1.0530222495928638,
+                0.7742650861348659,
+                1.7415209866320729,
+                0.31751695199855035,
+                0.9401556411866103,
+                0.9925662855482592,
+                0.9703437391049544,
+                0.9315271035229352,
+                0.76726349356305,
+                1.113451820498087,
+                1.5950728246019172,
+                0.9108834606609704,
+                0.6187680270209445,
+                1.0,
+                1.026218169309107,
+                0.9226908311101232,
+                1.3695879042350074,
+                1.390915117042367,
+                0.9165066682832561,
+                1.0788295714407763,
+                0.8648263176100378,
+                0.9635758583333331,
+                0.8878642706591297,
+                0.9006687498171835,
+                0.8634669309414519,
+                1.0263681887473621,
+                1.1035216758671196,
+                0.9668823371087334,
+                0.9093839574625667,
+                1.2537251227686863,
+                0.925393016008483,
+                0.9198488449490679,
+                0.9988290268424753,
+                0.1771101235529094,
+                1.05614751420039,
+                0.9497863099739803,
+                1.0994839009481026,
+                0.92792429034674,
+                0.9973731985207415,
+                1.4008749618490997,
+                0.9833759189369512,
+                0.7900467121392818,
+                0.5512800744398914,
+                1.0,
+                1.160435495736531,
+                0.840523823247663,
+                1.0569742675732663,
+                0.8576934466322704,
+                0.9349861286126709,
+                0.8587290535040432,
+                0.9574488028099564,
+                0.8825111948837125,
+                1.0,
+                0.9946462418130932,
+                0.8401625258336195,
+                1.0609041780534152,
+                0.8625411201961046,
+                0.8578849236354916,
+                0.9245113485505083,
+                0.9397104471617286,
+                0.949988633400937,
+                1.4949439323664353,
+                1.0752730715733643,
+                0.854508526946672,
+                1.0304209489391347,
+                0.9286338973772724
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1245037,
+    "cert_evals": {
+        "36": 0.04609929025173187,
+        "72": 0.03900709003210068,
+        "108": 0.03900709003210068,
+        "255": 0.010638297535479069
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/arrhythmia/fold_2/result.json b/UCI_N6/aol/runs/arrhythmia/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9163fa95dce8c8d53c07db45f945fb8c0d8a4dd3
--- /dev/null
+++ b/UCI_N6/aol/runs/arrhythmia/fold_2/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.12307692307692308,
+    "test_acc": 0.05474452554744526,
+    "train_size": 113,
+    "val_size": 65,
+    "test_size": 274,
+    "stats": {
+        "mean": [
+            [
+                0.003089986725663709,
+                -0.004440814159291977,
+                0.06255539469026555,
+                0.0030673203539822954,
+                0.001728016814159293,
+                0.11026861433628313,
+                0.017892446017699123,
+                -0.06960080176991157,
+                0.039233834283185866,
+                0.15144875398230093,
+                0.006497817787610628,
+                -0.01399969203539821,
+                0.12535314601769912,
+                0.032636741592920446,
+                -0.04566848761061949,
+                -0.12298024778761062,
+                -0.000969959292035392,
+                0.11890371504424775,
+                -0.09021629999999985,
+                -0.11451322123893802,
+                -0.04703600000000003,
+                0.06338747787610569,
+                -0.1056450000000003,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.09438650000000005,
+                -0.04968765486725668,
+                0.10877121769911505,
+                -0.018068128318584065,
+                -0.08296883185840709,
+                -0.05587280000000011,
+                -0.06895776106194693,
+                -2.920353983278935e-07,
+                -0.013222389380530894,
+                -0.04703600000000003,
+                0.06659287787610632,
+                -0.06659289999999989,
+                -0.1252820000000002,
+                0.010099320973451271,
+                0.07353538053097344,
+                -0.007326469911504469,
+                -0.07684545132743385,
+                -0.0339906548672566,
+                0.05784047787610613,
+                0.14110856637168143,
+                3.805309734868323e-07,
+                -0.04703600000000003,
+                -0.06704164601769919,
+                -0.02112876106194691,
+                -0.06659289999999989,
+                0.15620863893805323,
+                -0.03053643008849556,
+                -0.18165605309734498,
+                -0.11233752212389378,
+                -0.04703600000000003,
+                -0.016779973451327427,
+                -0.021128761061946985,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.06659289999999989,
+                -0.06659289999999989,
+                -0.09438650000000005,
+                -0.00463133628318579,
+                -0.07507774690265485,
+                -0.0007694676106195044,
+                -0.08089127433628311,
+                -0.10792991415929203,
+                -2.9203539847723323e-07,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                0.027216715044247893,
+                -0.04703600000000003,
+                -0.02592799999999999,
+                0.08057962389380531,
+                0.024038425752212503,
+                -0.16465999999999992,
+                -0.07926050000000014,
+                -0.09237758407079648,
+                -0.06659289999999989,
+                -0.043025663716814114,
+                0.14110856637168245,
+                0.1411085663716826,
+                -0.04703600000000003,
+                -0.023750336283185847,
+                0.03126479168141594,
+                0.008899934513274312,
+                -0.02743449557522126,
+                0.06331698053097352,
+                0.05539779646017699,
+                0.027216715044247736,
+                0.017897150442477798,
+                1.0619469029187476e-07,
+                1.061946903233147e-07,
+                -0.02112876106194691,
+                -0.1502479999999999,
+                -0.016447008849557545,
+                -0.0054378495575221125,
+                0.07474130442477876,
+                -0.07807693805309734,
+                -0.07854839999999999,
+                -0.008790955752212368,
+                1.0619469031152472e-07,
+                1.0619469029973474e-07,
+                0.038619840707964564,
+                1.061946903233147e-07,
+                1.0619469035868464e-07,
+                -2.920353983829134e-07,
+                -0.06884565486725683,
+                -0.043006230088495565,
+                0.13900964601769922,
+                -0.06902842477876096,
+                -0.06529410000000001,
+                -0.07149334513274326,
+                -0.043025663716814044,
+                -0.06659289999999989,
+                0.02721671504424799,
+                1.0619469029187476e-07,
+                -0.08165009999999992,
+                -0.1056450000000003,
+                -0.0844234336283186,
+                0.045172380530973465,
+                0.08091592477876108,
+                -0.08034439823008824,
+                -0.06118739999999991,
+                0.009105318584070807,
+                0.0665928778761063,
+                0.03861984070796471,
+                -0.06659289999999989,
+                -2.920353983475435e-07,
+                -0.01561157522123892,
+                0.034667146902654884,
+                0.04805644646017698,
+                0.07649909380531038,
+                0.0778107902654868,
+                -0.08165009999999992,
+                -0.04703600000000003,
+                0.027216715044247736,
+                0.003988389380530976,
+                0.07484829203539822,
+                0.06071553097345137,
+                0.014212502654867237,
+                0.06978295752212389,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.06659289999999989,
+                -0.1056450000000003,
+                -0.05670110707964598,
+                0.09375696460176995,
+                -0.16628776973451334,
+                -0.004178826548672555,
+                -0.07220739999999994,
+                -0.06694404424778763,
+                -0.06819787345132745,
+                -0.049705195575221274,
+                -0.11667001238938055,
+                -0.12676487345132748,
+                0.06602797345132745,
+                0.0027255099115044237,
+                0.08367987168141594,
+                -0.07531826548672561,
+                0.06618380000000008,
+                -0.05077870088495575,
+                -0.03939802035398229,
+                0.0725209725663717,
+                0.018818907079646008,
+                -0.0012129309734513318,
+                0.08232463584070795,
+                0.06279675221238941,
+                0.05451436991150446,
+                -0.09364632743362859,
+                -0.013597840707964663,
+                -0.02791582300884959,
+                0.02277181946902653,
+                0.09624579256637165,
+                0.10685669557522126,
+                0.05720445840707966,
+                -0.11690305221238939,
+                -0.07600262831858408,
+                0.20486032743362856,
+                -0.11598514159292016,
+                0.04703600000000003,
+                0.12372530088495573,
+                0.07733639557522128,
+                0.009731815840707961,
+                0.06515634630088495,
+                -0.004099914159292028,
+                -0.062444362831858426,
+                -0.14432490088495575,
+                0.010303688495575204,
+                -0.03996258407079658,
+                -0.01723771946902648,
+                -0.03748595911504427,
+                -0.09338390796460176,
+                -0.12455748761061945,
+                -0.07069998663716814,
+                0.09306433097345132,
+                0.05574491150442479,
+                0.05271592371681417,
+                -0.10488400000000016,
+                0.0725061,
+                -0.06092212743362833,
+                -0.021001579646017662,
+                0.08582514876106195,
+                0.05783091212389381,
+                0.07796875840707959,
+                -0.0484065486725664,
+                -0.06359218141592915,
+                0.12465353274336273,
+                -0.03740971681415926,
+                -0.006256027433628239,
+                0.02847770973451326,
+                0.03523589380530972,
+                -0.007258076106194675,
+                0.029468245840707955,
+                0.07720809823008848,
+                -0.029801646017699017,
+                -0.07590199938053097,
+                -0.0023667877876106243,
+                -0.06193052212389384,
+                0.0729473,
+                -0.08944441592920359,
+                -0.008905622654867247,
+                -0.09599750318584069,
+                -0.11731536725663715,
+                0.03799221946902657,
+                0.04264000707964609,
+                -0.05476776486725663,
+                -0.08099349336283189,
+                -0.06403644955752204,
+                0.0510427,
+                -0.1728837920353984,
+                0.04379192212389381,
+                -0.08503633221238939,
+                -0.04843164778761059,
+                -0.013288855929203541,
+                0.05900416725663712,
+                0.01502987168141596,
+                -0.028499033982300897,
+                -0.06898648672566376,
+                0.06213639999999999,
+                -0.020727761061946872,
+                0.056635334513274314,
+                -0.009026141592920364,
+                0.03156841769911506,
+                -0.12126076106194686,
+                0.06353122123893817,
+                0.031937667522123854,
+                0.029336698938053133,
+                0.12508993982300817,
+                -0.07582650442477877,
+                0.006734969026548675,
+                0.06509837044247789,
+                0.03657155663716816,
+                -0.13086254787610632,
+                -0.01249529203539823,
+                0.041217141592920364,
+                0.050712616814159305,
+                0.008828665486725618,
+                -0.04774530973451326,
+                -0.06531424955752214,
+                0.08627439557522125,
+                0.019008834867256633
+            ]
+        ],
+        "std": [
+            [
+                0.9244692810470073,
+                0.9993356910018533,
+                1.1547522998507793,
+                0.9432810092169331,
+                1.03584004279498,
+                0.8753158130277445,
+                1.0465755215467378,
+                0.9102607240673849,
+                1.023778543447583,
+                0.9297280045159075,
+                1.0069835198754635,
+                0.9525566546794436,
+                0.9399759480360307,
+                0.9978150756585966,
+                0.9862811329995884,
+                0.9613244275752023,
+                1.111865207612389,
+                0.9715796850385696,
+                1.0,
+                1.0813226579822182,
+                1.0,
+                1.2592635987036094,
+                1.0,
+                1.0,
+                1.4095057857234625,
+                1.0,
+                1.010538238524329,
+                1.0722512669094082,
+                1.0593646908068974,
+                0.605561339519823,
+                1.0,
+                0.9556792785074675,
+                0.9988936769842924,
+                0.9607982608538026,
+                1.0,
+                1.4095057857234632,
+                1.0,
+                1.0,
+                0.972373648410722,
+                1.0584533172538098,
+                1.0284056325027326,
+                0.8751294762374062,
+                0.7194469320515607,
+                0.9753483226530357,
+                1.9911349325902201,
+                0.99889397212978,
+                1.0,
+                0.7094990007768706,
+                0.8944357999064104,
+                1.0,
+                0.9004941973725803,
+                1.0121581074927941,
+                0.761525664661198,
+                0.6638398438080123,
+                1.0,
+                1.0084273596642825,
+                0.8944357999064123,
+                1.0,
+                1.4095057857234632,
+                1.0,
+                1.0,
+                1.0,
+                1.0674172345021198,
+                1.0415595393603108,
+                0.9952640371583976,
+                0.7847375185646767,
+                1.0253922671299165,
+                0.9988936769842935,
+                1.0,
+                1.0,
+                1.1521380745389769,
+                1.0,
+                0.9380600926852771,
+                0.9688329579782285,
+                1.0699750013871834,
+                1.0,
+                1.0,
+                0.9022130416875166,
+                1.0,
+                0.8547515543653855,
+                1.9911349325902201,
+                1.9911349325902201,
+                1.0,
+                0.9833161542151768,
+                0.9113836368578456,
+                1.0154070458101938,
+                0.8175726795277899,
+                1.0291658658053822,
+                1.0023879541161114,
+                1.1521380745389784,
+                1.0666606471785436,
+                0.9988939483461562,
+                0.9988939483461564,
+                0.8944357999064111,
+                1.0,
+                1.0194849042181624,
+                0.9377289254070391,
+                0.9868393622488469,
+                0.7115324821514019,
+                1.0,
+                0.9291878599599749,
+                0.9988939483461571,
+                0.9988939483461564,
+                1.150833993881672,
+                0.9988939483461564,
+                0.9988939483461563,
+                0.9988936769842928,
+                0.8446756150368765,
+                0.8840822390425243,
+                0.879273891482901,
+                0.356357040154056,
+                1.0,
+                0.8575361470050674,
+                0.8547515543653872,
+                1.0,
+                1.1521380745389762,
+                0.9988939483461562,
+                1.0,
+                1.0,
+                0.7707096318942795,
+                0.9479029615796615,
+                0.8861435214681488,
+                0.709392406059319,
+                1.0,
+                0.9648083778490988,
+                1.4095057857234619,
+                1.1508339938816696,
+                1.0,
+                0.9988936769842918,
+                0.8265732991714976,
+                1.0190844405952648,
+                0.9459831021380053,
+                1.7348381185160544,
+                1.1517740759366022,
+                1.0,
+                1.0,
+                1.152138074538978,
+                0.912843060712004,
+                1.1388119070973806,
+                0.9915799039109703,
+                1.002719667279991,
+                1.085125621845705,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.5001714286910226,
+                0.9966194693620798,
+                0.9443805992812078,
+                0.8655175815339226,
+                1.0,
+                0.7897012658620092,
+                1.1164175335449071,
+                1.264530190302258,
+                0.8921583865445091,
+                1.0648052330194941,
+                0.8695758038727032,
+                0.8660581580725691,
+                0.8367831000825393,
+                0.37197924168302665,
+                1.0,
+                0.9262178979224102,
+                0.9242646117464632,
+                0.973591105652927,
+                0.9951600891998066,
+                1.1111862475284577,
+                0.6670563380647561,
+                0.9442962334551489,
+                0.990332316811185,
+                0.480719441273429,
+                1.223234975369157,
+                0.940394811395897,
+                0.9089632031900003,
+                1.0458338698053655,
+                0.9721165818563446,
+                1.374767108546496,
+                0.8594004341053223,
+                0.7653673558229712,
+                0.6670525311692612,
+                0.645642563256581,
+                1.0,
+                0.891254315503885,
+                1.0775980834755503,
+                1.007431548670928,
+                0.9530753484316439,
+                1.4811962251096449,
+                1.2176806384389702,
+                0.9602107117788192,
+                0.8795846242039457,
+                1.1116750216535782,
+                0.9501349187678776,
+                1.0821885258200035,
+                1.1407026156836266,
+                0.9231893015164008,
+                0.8990327480493145,
+                0.6422405879838027,
+                0.9092214790537131,
+                0.9351958368508632,
+                1.0,
+                1.0,
+                0.9288775753611616,
+                0.8531876075690629,
+                1.034017858801366,
+                1.0285706599327553,
+                1.5382840820664052,
+                1.0793433921827003,
+                0.7014984131399681,
+                0.9478974831267535,
+                0.8121083950620509,
+                0.5317226069000799,
+                0.877495299738119,
+                1.105656776922663,
+                0.9679617815757274,
+                0.7155463726091819,
+                1.108302722756925,
+                1.0944778308312668,
+                0.7749616919771513,
+                0.8850563716056123,
+                0.5693811287198752,
+                1.0,
+                0.9220528856937216,
+                0.8553127512283658,
+                0.9975197765961968,
+                0.8796722204092665,
+                1.1740947078133768,
+                0.9516756586234943,
+                0.9063555755946218,
+                0.9537956983823893,
+                0.21590336552059824,
+                1.0,
+                1.1291952185180558,
+                1.0007499385498189,
+                1.0111383561599954,
+                0.9704983147288865,
+                1.1385710361021162,
+                0.7564588026775311,
+                1.0046465692486821,
+                0.9312841189336238,
+                0.6375502285227569,
+                1.0,
+                0.829387189699574,
+                1.0544363475675953,
+                0.9771879250820691,
+                1.0137760206245479,
+                1.0423498864484522,
+                0.43681029699877133,
+                0.8991224001063718,
+                0.8257144621838688,
+                1.968770644943309,
+                0.8856828178067617,
+                1.0398871114616712,
+                0.8345338516516961,
+                0.9722595951185294,
+                1.285772740124495,
+                0.8915167876690523,
+                0.8875667705363124,
+                0.6453390579256484,
+                0.9343424770462008,
+                0.8887305596443167,
+                1.0443061214405034,
+                1.027608228431771,
+                0.9189390661089004
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1245037,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/arrhythmia/fold_3/result.json b/UCI_N6/aol/runs/arrhythmia/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3441301097e355c719eb9e05d75d565f6dd2b5f1
--- /dev/null
+++ b/UCI_N6/aol/runs/arrhythmia/fold_3/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.5074626865671642,
+    "test_acc": 0.5404411764705882,
+    "train_size": 113,
+    "val_size": 67,
+    "test_size": 272,
+    "stats": {
+        "mean": [
+            [
+                0.04070993805309734,
+                0.11996151327433617,
+                -0.07505505699115043,
+                -0.053473368141592904,
+                -0.0023036168141593112,
+                -0.04386066761061949,
+                0.1000648973451327,
+                0.21898467610619468,
+                0.0844638663362832,
+                -0.21027526176991146,
+                0.08278053309734511,
+                0.02691175840707965,
+                -0.10311968407079651,
+                -0.019989650442477833,
+                -0.029568291150442447,
+                0.06979861946902657,
+                -0.09989179115044242,
+                -0.0017227557522123856,
+                -2.2654867243656462e-07,
+                0.06518417699115044,
+                -0.04703600000000003,
+                -0.1056450000000003,
+                -0.1056450000000003,
+                0.19977865575221251,
+                0.0665928778761063,
+                0.09438671238938035,
+                -0.10331811504424784,
+                -0.11287559292035391,
+                0.1063068938053097,
+                0.04291548672566383,
+                -0.05587280000000011,
+                -0.032180318584070916,
+                0.06704106194690261,
+                -0.1718930000000004,
+                -0.04703600000000003,
+                0.0665928778761063,
+                -0.06659289999999989,
+                0.08948672566371665,
+                -0.025450121504424723,
+                -0.17311484513274336,
+                0.07640526460176993,
+                0.11526853982300869,
+                0.1133023008849558,
+                -0.07326554867256642,
+                -0.04703600000000003,
+                0.047838725663716816,
+                -0.04703600000000003,
+                0.06704106194690251,
+                -0.02112876106194691,
+                -0.06659289999999989,
+                -0.013552253982300916,
+                -0.020357922123893812,
+                -0.027464973451327517,
+                -0.006002522123893788,
+                -0.04703600000000003,
+                -0.04337743362831858,
+                0.14790371681415934,
+                0.0665928778761063,
+                -0.06659289999999989,
+                0.06659287787610634,
+                -0.06659289999999989,
+                1.0619469029580476e-07,
+                0.044767823008849614,
+                0.08289923362831852,
+                -0.12235442831858409,
+                -0.11459614159292028,
+                0.14790476371681416,
+                -2.9203539830824354e-07,
+                -0.04703600000000003,
+                0.14110856637168223,
+                0.027216715044247736,
+                -0.04703600000000003,
+                -0.055889752212389385,
+                -0.12962760265486717,
+                0.10187851619469035,
+                -0.01324823008849549,
+                0.022193132743362702,
+                -0.07879260176991155,
+                0.0665928778761063,
+                0.12907584070796485,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.002639044247787606,
+                0.054982569292035384,
+                0.05932991150442477,
+                -0.06964141592920373,
+                -0.07482919999999994,
+                -0.033238396460177,
+                0.13608353008849555,
+                0.0894867256637167,
+                -0.09438650000000005,
+                -0.09438650000000005,
+                -0.1056450000000003,
+                0.030049292035398203,
+                0.0004219557522123656,
+                0.04024157522123887,
+                0.01212035575221241,
+                -0.06541580530973452,
+                -0.07854839999999999,
+                0.02907596460176992,
+                -0.09438650000000005,
+                0.09438671238938048,
+                -0.03861907964601766,
+                1.0619469030366473e-07,
+                1.0619469029580476e-07,
+                -0.0670416460176993,
+                -0.04499362831858416,
+                0.0430065663716814,
+                0.05495734513274337,
+                0.025254761061947018,
+                -0.06529410000000001,
+                0.06800543362831867,
+                -0.15775999999999976,
+                0.0665928778761063,
+                -0.08165009999999992,
+                1.0619469029580476e-07,
+                -0.08165009999999992,
+                -0.021128761061946954,
+                0.0199548849557522,
+                -0.04005870796460183,
+                0.07256339026548671,
+                0.0029753097345135682,
+                0.008741072566371728,
+                -0.12291731858407075,
+                0.0665928778761063,
+                -0.03861907964601771,
+                0.0665928778761063,
+                -2.9203539835933345e-07,
+                -0.15365226548672545,
+                -0.02139016460176988,
+                0.03374174115044254,
+                -0.03278541946902662,
+                -0.16577226814159277,
+                0.027216715044247785,
+                0.14110856637168206,
+                -0.08165009999999992,
+                -0.17471278761061948,
+                -0.05009553982300891,
+                0.10357247787610621,
+                0.01421250265486715,
+                -0.16799606460176988,
+                0.1411085663716814,
+                -0.04703600000000003,
+                0.1997786557522125,
+                -0.02112876106194691,
+                0.10064383539823014,
+                -0.09822227433628321,
+                0.010812114336283181,
+                -0.0005969424778760985,
+                -0.034939104424778704,
+                -0.021039132743362887,
+                0.1549942769911504,
+                -0.05473569823008849,
+                0.09371048247787614,
+                0.1284547699115043,
+                0.08193819469026561,
+                -0.1894623433628318,
+                -0.03994628938053097,
+                0.005021592920354035,
+                0.06618380000000008,
+                0.046780255752212445,
+                0.12412912743362833,
+                -0.15687404504424782,
+                -0.04040450761061948,
+                0.01819149026548674,
+                0.047322232477876085,
+                -0.1316860601769911,
+                -0.08258592566371675,
+                0.05638880530973452,
+                -0.10198681415929205,
+                0.1290602176991152,
+                -0.03669845398230087,
+                -0.10499076469026546,
+                -0.12757559911504432,
+                -0.06652606637168137,
+                0.05155422566371681,
+                0.031605256637168136,
+                0.0629123805309736,
+                0.023197380530973564,
+                0.04703600000000003,
+                -0.03599286283185842,
+                -0.1574473318584071,
+                0.10887992823008849,
+                -0.053605181415929175,
+                -0.012299078761061958,
+                -0.05887616991150452,
+                0.07308711769911504,
+                0.09051549646017694,
+                -0.10846913274336303,
+                -0.15513741725663718,
+                0.12073644318584073,
+                0.05041307504424779,
+                0.1529646697345132,
+                0.0776218637168141,
+                0.057565741592920404,
+                -0.17276489823008853,
+                -0.014984845840707986,
+                -0.04701723008849572,
+                -0.03750280353982299,
+                0.06355189203539817,
+                0.06636549999999998,
+                -0.1410115592035399,
+                -0.08766313362831851,
+                -0.09892783274336285,
+                -0.013420267079645989,
+                0.09777304070796461,
+                0.07535415840707965,
+                -0.10688448672566354,
+                0.0625599000000001,
+                -0.011544922123893811,
+                -0.09627820707964604,
+                0.08584640530973452,
+                0.007022314424778771,
+                -0.05128431504424778,
+                -0.06365885663716808,
+                0.02538907345132746,
+                0.071253879380531,
+                -0.032786734513274456,
+                0.0729473,
+                0.04719471592920353,
+                0.014598110265486715,
+                0.026159213575221246,
+                0.059101831504424836,
+                -0.07843545663716811,
+                0.0003891433628318023,
+                0.014624393274336253,
+                0.03384382522123893,
+                -0.07310352920353969,
+                0.0510427,
+                0.14306325132743355,
+                -0.011243908849557487,
+                0.02559352380530976,
+                0.03617407230973455,
+                -0.012417333274336301,
+                -0.10102372743362834,
+                -0.09638603628318594,
+                0.02360371292035396,
+                -0.0742930973451328,
+                -0.014339143362831862,
+                0.03523714159292039,
+                0.03915302300884953,
+                -0.08945827723893807,
+                -0.02228378656637163,
+                0.10421852477876106,
+                0.0697730088495576,
+                -0.12811908238938052,
+                -0.10229047238938055,
+                -0.048111653097345074,
+                0.041196920353982314,
+                0.10879424867256633,
+                -0.10693692778761064,
+                0.02704163566371678,
+                0.12719723849557518,
+                0.1358370884955751,
+                -0.11345866194690264,
+                -0.11236356814159291,
+                0.008828665486725625,
+                0.04901849557522122,
+                0.10906433185840712,
+                -0.12028646725663718,
+                0.005514894867256633
+            ]
+        ],
+        "std": [
+            [
+                1.0502669179700934,
+                0.9792224218294541,
+                0.24305352147883325,
+                1.043042266446498,
+                1.0744571502175468,
+                0.9508826739984755,
+                0.9451555552883207,
+                1.1810283789026603,
+                1.0064552702700122,
+                1.1190882010665817,
+                0.9034793296608571,
+                1.1336521923679663,
+                0.9786491101919341,
+                0.9206985848676537,
+                0.8610889538505271,
+                0.9619675032812017,
+                0.9308084274399617,
+                0.9863758024756076,
+                0.9547571784517959,
+                0.9496800506935921,
+                1.0,
+                1.0,
+                1.0,
+                1.9844233966366367,
+                1.4095057857234627,
+                1.40632875858643,
+                0.892002130496044,
+                1.0129634785032875,
+                0.978487303853688,
+                1.1394715296586964,
+                1.0,
+                1.0267988761241287,
+                1.217866674742132,
+                1.0,
+                1.0,
+                1.4095057857234627,
+                1.0,
+                1.30048921660964,
+                1.101075351501756,
+                0.9423320679555461,
+                0.9745566669040967,
+                1.0784150005489006,
+                1.3072548131334407,
+                1.020520797792866,
+                1.0,
+                1.1116626840554256,
+                1.0,
+                1.2178666747421323,
+                0.8944357999064103,
+                1.0,
+                0.9763859814864452,
+                0.9882312110151381,
+                0.9941548135105892,
+                1.0805382570058093,
+                1.0,
+                0.9455390825539804,
+                1.5353137244867092,
+                1.4095057857234619,
+                1.0,
+                1.4095057857234636,
+                1.0,
+                0.9988939483461567,
+                0.9028116049768871,
+                1.0263167291591377,
+                0.9964436627027657,
+                0.4280387316306564,
+                1.0514551909197751,
+                0.9988936769842915,
+                1.0,
+                1.9911349325902201,
+                1.152138074538978,
+                1.0,
+                0.9644113662850948,
+                0.9806946309645141,
+                0.9930268680075975,
+                0.8905664891946655,
+                1.0736843273720693,
+                1.0058668086951204,
+                1.409505785723462,
+                1.3330925209888196,
+                1.0,
+                1.0,
+                1.0,
+                1.0450036005861865,
+                1.3244456183776097,
+                0.932189980942975,
+                0.9625014477361986,
+                1.0,
+                1.0074707737922228,
+                1.62207901125963,
+                1.3004892166096393,
+                1.0,
+                1.0,
+                1.0,
+                1.0917543201475843,
+                1.0127130749629136,
+                1.2877909824303606,
+                0.9604994075919616,
+                0.8657450013263874,
+                1.0,
+                1.0599660091906427,
+                1.0,
+                1.4063287585864277,
+                0.8174198991670479,
+                0.9988939483461567,
+                0.9988939483461567,
+                0.7094990007768708,
+                0.8740833234525124,
+                1.010657132912493,
+                0.9328151962443406,
+                1.3541564903516528,
+                1.0,
+                1.0437864539647888,
+                1.0,
+                1.409505785723462,
+                1.0,
+                0.9988939483461567,
+                1.0,
+                0.8944357999064098,
+                1.2065791134004533,
+                1.0500123468485083,
+                0.9959504427215604,
+                1.0958354145667224,
+                0.7400533918928887,
+                0.9943642075886404,
+                1.4095057857234627,
+                0.8174198991670482,
+                1.4095057857234627,
+                0.9988936769842922,
+                0.9193790839730072,
+                1.0436031910295362,
+                0.9868834993023391,
+                0.5782795414175284,
+                0.9541173647907301,
+                1.1521380745389775,
+                1.9911349325902201,
+                1.0,
+                0.9325216486314452,
+                1.0303184562115624,
+                0.9698188611354921,
+                1.0027196672799903,
+                1.0327882823860284,
+                1.9911349325902201,
+                1.0,
+                1.9844233966366391,
+                0.8944357999064109,
+                0.7112349595162911,
+                1.0528496975740775,
+                0.9693293962135208,
+                1.098217436491506,
+                0.39441056751713705,
+                1.131185111941341,
+                0.8933013668038887,
+                0.8692841653701331,
+                0.9535583303775852,
+                0.9578421783922644,
+                0.9351032690489206,
+                0.9587912379925385,
+                0.8874155629442673,
+                0.7402206710271984,
+                1.0,
+                1.0688089329251667,
+                0.997681462694144,
+                0.9866601266296527,
+                0.9496581319654654,
+                0.9257831061652533,
+                0.9073562336120353,
+                0.9768579353882867,
+                0.9602672008044747,
+                0.7793988687883875,
+                1.2643817992013762,
+                0.8858997832358527,
+                1.0783739453909889,
+                0.9243425987503827,
+                0.9894525958813807,
+                0.8138319611992417,
+                0.9527697944043735,
+                1.1413505837251008,
+                0.8792523651290115,
+                1.0992317647014969,
+                1.0,
+                1.065433498566479,
+                0.9150528093441637,
+                1.0062463574228966,
+                1.011250604668206,
+                0.7913263564369651,
+                0.9735543146496928,
+                0.9610800849612564,
+                0.9880567372837797,
+                0.3866698577857632,
+                0.9853949011817834,
+                0.990227174214131,
+                0.8869793376043191,
+                1.0049463863071384,
+                0.9992217219580515,
+                0.9135057665522096,
+                0.9794517412025064,
+                0.8334338014885702,
+                0.37518500497353446,
+                1.1642248030770597,
+                0.9506854878365382,
+                1.1083600583283926,
+                0.9361744720072924,
+                1.0051395038183164,
+                0.7234663786843327,
+                1.1371317753211319,
+                1.5356103741191347,
+                0.8479920793399001,
+                0.46656712729960265,
+                1.0,
+                1.0891589322731212,
+                0.8545812844441173,
+                1.3469557389840487,
+                1.3298686360213214,
+                0.8184103746992143,
+                1.2426545134673366,
+                0.9345647421429395,
+                0.8739291157345797,
+                0.7954155323258645,
+                1.0,
+                0.9396031266002715,
+                0.8729340873197525,
+                1.1022147706138496,
+                0.9052007430680863,
+                0.8002297286948205,
+                1.1474637082252046,
+                1.0050624674836923,
+                0.8958786752659496,
+                0.1199464140766847,
+                1.0,
+                0.9484606934407114,
+                0.924743989986394,
+                1.1045533858189263,
+                0.9763355497679247,
+                0.8775711016746042,
+                1.4892483405130004,
+                0.9479162196372228,
+                0.824520740664537,
+                0.48200134691826974,
+                0.8093410764663572,
+                1.0307538015892828,
+                0.8557116942728363,
+                0.9675781578595044,
+                0.9316537658305905,
+                0.961482671503125,
+                0.9499524026348503,
+                1.0156281171297905,
+                0.9533815998673338,
+                0.13577727875330386,
+                1.0944930405696027,
+                0.9984202119037168,
+                1.0610893586418122,
+                1.0416564535479678,
+                0.953141207852886,
+                0.9699518518482332,
+                1.0661304370514315,
+                0.9605383246803934,
+                0.9343424770461999,
+                1.1428421085341074,
+                0.9995106529728873,
+                1.0191031224939573,
+                1.0275583030415119
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1245037,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/audiology-std/fold_0/result.json b/UCI_N6/aol/runs/audiology-std/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cfd55a6a5e03036eabd278d933e033d28ddf67d
--- /dev/null
+++ b/UCI_N6/aol/runs/audiology-std/fold_0/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.16129032258064516,
+    "test_acc": 0.22142857142857142,
+    "train_size": 25,
+    "val_size": 31,
+    "test_size": 140,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 65390,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/audiology-std/fold_1/result.json b/UCI_N6/aol/runs/audiology-std/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..24e58fb5aaae83e068db1078d420f9d66f19b1ae
--- /dev/null
+++ b/UCI_N6/aol/runs/audiology-std/fold_1/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.15151515151515152,
+    "test_acc": 0.06521739130434782,
+    "train_size": 25,
+    "val_size": 33,
+    "test_size": 138,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 65390,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/audiology-std/fold_2/result.json b/UCI_N6/aol/runs/audiology-std/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..72f769987df7c61b0579e1341f17303f7ebb0608
--- /dev/null
+++ b/UCI_N6/aol/runs/audiology-std/fold_2/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.0,
+    "test_acc": 0.0547945205479452,
+    "train_size": 25,
+    "val_size": 25,
+    "test_size": 146,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 65390,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/audiology-std/fold_3/result.json b/UCI_N6/aol/runs/audiology-std/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8eb8ecb9252881b3d5f0c2151f99e7f387a6e141
--- /dev/null
+++ b/UCI_N6/aol/runs/audiology-std/fold_3/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.1,
+    "test_acc": 0.09929078014184398,
+    "train_size": 25,
+    "val_size": 30,
+    "test_size": 141,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 65390,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/balance-scale/fold_0/result.json b/UCI_N6/aol/runs/balance-scale/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc33a9f0678e601788f6a2444ddf9b8cfa9390dd
--- /dev/null
+++ b/UCI_N6/aol/runs/balance-scale/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.4819277108433735,
+    "test_acc": 0.45595854922279794,
+    "train_size": 156,
+    "val_size": 83,
+    "test_size": 386,
+    "stats": {
+        "mean": [
+            [
+                0.05887832692307693,
+                -2.5641025661690044e-08,
+                0.09964028205128199,
+                -0.09058207692307692
+            ]
+        ],
+        "std": [
+            [
+                0.9464310236223092,
+                0.9765235538802873,
+                0.9974316897506468,
+                1.0391308031314608
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/balance-scale/fold_1/result.json b/UCI_N6/aol/runs/balance-scale/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0ffda6f8662e1439f6906a12e4e00acb2b10002
--- /dev/null
+++ b/UCI_N6/aol/runs/balance-scale/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.4329896907216495,
+    "test_acc": 0.46774193548387094,
+    "train_size": 156,
+    "val_size": 97,
+    "test_size": 372,
+    "stats": {
+        "mean": [
+            [
+                0.09511109615384612,
+                -3.416070845000482e-17,
+                0.00905823076923074,
+                0.08152388461538454
+            ]
+        ],
+        "std": [
+            [
+                1.0090351712085057,
+                1.0055834762270852,
+                0.9532661180714023,
+                1.002273371607005
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/balance-scale/fold_2/result.json b/UCI_N6/aol/runs/balance-scale/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8aa7d9e395e8472ce8d86792bbe195adb8921da4
--- /dev/null
+++ b/UCI_N6/aol/runs/balance-scale/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.0967741935483871,
+    "test_acc": 0.07446808510638298,
+    "train_size": 156,
+    "val_size": 93,
+    "test_size": 376,
+    "stats": {
+        "mean": [
+            [
+                -0.00452913461538464,
+                0.06340748717948716,
+                -1.2820512825151571e-08,
+                0.09964030769230771
+            ]
+        ],
+        "std": [
+            [
+                0.9879158233594086,
+                0.9907460042778667,
+                1.027617579941566,
+                0.9614936385801037
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.07446808367967606,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/balance-scale/fold_3/result.json b/UCI_N6/aol/runs/balance-scale/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d1328c18e78bf65507c4c4beef06029db520654
--- /dev/null
+++ b/UCI_N6/aol/runs/balance-scale/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.06521739130434782,
+    "test_acc": 0.08222811671087533,
+    "train_size": 156,
+    "val_size": 92,
+    "test_size": 377,
+    "stats": {
+        "mean": [
+            [
+                0.05434929487179499,
+                -0.08605298076923085,
+                0.06793655769230768,
+                -0.16757685256410257
+            ]
+        ],
+        "std": [
+            [
+                1.0569029867956488,
+                1.0161657906649941,
+                0.9625917447832895,
+                0.9469510608150327
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/balloons/fold_0/result.json b/UCI_N6/aol/runs/balloons/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ebbde53a90a6c5915b4aba47128f36405d28ef73
--- /dev/null
+++ b/UCI_N6/aol/runs/balloons/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.5,
+    "train_size": 4,
+    "val_size": 4,
+    "test_size": 8,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                0.0,
+                -0.968246,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.968246,
+                0.968246,
+                1.0,
+                0.968246
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 512,
+    "cert_evals": {
+        "36": 0.5,
+        "72": 0.5,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/balloons/fold_1/result.json b/UCI_N6/aol/runs/balloons/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9532492154a45e84938d393ac2c27679d4f0fe82
--- /dev/null
+++ b/UCI_N6/aol/runs/balloons/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 1.0,
+    "test_acc": 0.8,
+    "train_size": 4,
+    "val_size": 2,
+    "test_size": 10,
+    "stats": {
+        "mean": [
+            [
+                -0.484123,
+                0.484123,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.8385256331126676,
+                0.8385256331126676,
+                0.968246,
+                0.968246
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/balloons/fold_2/result.json b/UCI_N6/aol/runs/balloons/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..611cdf6683ef0674d5800f1b7290675a7c37eaea
--- /dev/null
+++ b/UCI_N6/aol/runs/balloons/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 1.0,
+    "test_acc": 0.45454545454545453,
+    "train_size": 4,
+    "val_size": 1,
+    "test_size": 11,
+    "stats": {
+        "mean": [
+            [
+                -0.484123,
+                0.0,
+                -0.484123,
+                -0.484123
+            ]
+        ],
+        "std": [
+            [
+                0.8385256331126676,
+                0.968246,
+                0.8385256331126676,
+                0.8385256331126676
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 512,
+    "cert_evals": {
+        "36": 0.4545454680919647,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/balloons/fold_3/result.json b/UCI_N6/aol/runs/balloons/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6bcdee7c672ba2fd3d6b3454f449c18c4ac4364
--- /dev/null
+++ b/UCI_N6/aol/runs/balloons/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 1.0,
+    "test_acc": 0.45454545454545453,
+    "train_size": 4,
+    "val_size": 1,
+    "test_size": 11,
+    "stats": {
+        "mean": [
+            [
+                0.48412299999999997,
+                0.484123,
+                -0.968246,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.8385256331126676,
+                0.8385256331126676,
+                1.0,
+                0.968246
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/bank/fold_0/result.json b/UCI_N6/aol/runs/bank/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b9b906c720b3773167b2c98e34c669c8721101f
--- /dev/null
+++ b/UCI_N6/aol/runs/bank/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8758915834522111,
+    "test_acc": 0.8869888475836432,
+    "train_size": 1130,
+    "val_size": 701,
+    "test_size": 2690,
+    "stats": {
+        "mean": [
+            [
+                -0.043444115752212485,
+                0.038350172566371764,
+                0.021509683185840713,
+                -0.021201484955752213,
+                -0.006912000000000016,
+                0.04290420228318581,
+                -0.031048147787610524,
+                -0.010544807964601867,
+                -0.027401819469027113,
+                -0.0011023982300885904,
+                -0.020262814867256583,
+                -0.01690946219469023,
+                -0.0050658819469022965,
+                0.027795634513274152,
+                0.0035984575221236132,
+                0.03735520353982189
+            ]
+        ],
+        "std": [
+            [
+                0.9589625434028519,
+                0.9947635481983416,
+                1.013551308348929,
+                0.9759306172571834,
+                1.025514103095601,
+                1.1941195969624385,
+                0.9952628808737004,
+                1.0099558672249285,
+                1.0069197139677768,
+                1.0315253300196314,
+                1.005152797600638,
+                0.9721293687592033,
+                0.9311569270874402,
+                1.0436010567990328,
+                0.9725976279868672,
+                1.0344584167333912
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/bank/fold_1/result.json b/UCI_N6/aol/runs/bank/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e412b7fb2d34944cb7b134cda52937cf920629f
--- /dev/null
+++ b/UCI_N6/aol/runs/bank/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.8373134328358209,
+    "test_acc": 0.8375597206909224,
+    "train_size": 1130,
+    "val_size": 670,
+    "test_size": 2721,
+    "stats": {
+        "mean": [
+            [
+                -0.01574801380530978,
+                0.0023927396460177394,
+                0.0021967858407077644,
+                -0.01932307256637162,
+                0.006853599999999982,
+                -0.03479098039734521,
+                0.0010882398230089275,
+                0.02142298584070794,
+                -0.04310824424778776,
+                -0.002926514159292115,
+                -0.01356536707964567,
+                0.01527978015929205,
+                -0.04149083628318521,
+                -0.006613960176991296,
+                0.006211176106194516,
+                -0.021354536283185895
+            ]
+        ],
+        "std": [
+            [
+                0.969300386690253,
+                1.0029838787869998,
+                1.0077378567908635,
+                1.0067270576318987,
+                0.9737641828355684,
+                0.8874066057167844,
+                1.0000362134178429,
+                0.978768086158569,
+                1.0166647522536418,
+                1.0110908544078474,
+                0.9795699211960872,
+                0.988628308543735,
+                0.8468895052095667,
+                1.0088647512260476,
+                1.0744144429583726,
+                0.97024384329565
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4834,
+    "cert_evals": {
+        "36": 0.7622197866439819,
+        "72": 0.6718118190765381,
+        "108": 0.5567805767059326,
+        "255": 0.011025357991456985
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/bank/fold_2/result.json b/UCI_N6/aol/runs/bank/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0095903e87024eff6d1acb1c49a4eeb72683056f
--- /dev/null
+++ b/UCI_N6/aol/runs/bank/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.847041847041847,
+    "test_acc": 0.8343217197924389,
+    "train_size": 1130,
+    "val_size": 693,
+    "test_size": 2698,
+    "stats": {
+        "mean": [
+            [
+                0.03612999486725651,
+                0.0039014732743363205,
+                -0.026264318584070866,
+                0.007914513274336264,
+                -2.920000000001238e-05,
+                -0.02074493859203536,
+                -0.02212137345132746,
+                -0.02529917433628319,
+                -0.017585318584070603,
+                0.002009283628318563,
+                -0.032913651327433256,
+                0.01575317238053096,
+                0.01656134477876116,
+                0.004832360176991011,
+                0.0046435044247787275,
+                -0.007806110619469017
+            ]
+        ],
+        "std": [
+            [
+                1.026029784154538,
+                1.014567266706415,
+                0.9934924943110668,
+                1.0009548228746656,
+                0.9999976513205256,
+                0.9005330945128681,
+                0.9966950423207805,
+                1.02369326820955,
+                1.0066229970970322,
+                1.0105897259642973,
+                0.9953808522736891,
+                1.0444837633462487,
+                0.9721502138598372,
+                1.0252935681497495,
+                0.9895490051866441,
+                0.9907898156267138
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4834,
+    "cert_evals": {
+        "36": 0.7031134366989136,
+        "72": 0.5322461128234863,
+        "108": 0.3469236493110657,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/bank/fold_3/result.json b/UCI_N6/aol/runs/bank/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9a07d5fb80d6f917165a78a9199b231167a69d2
--- /dev/null
+++ b/UCI_N6/aol/runs/bank/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8944193061840121,
+    "test_acc": 0.8819648093841642,
+    "train_size": 1130,
+    "val_size": 663,
+    "test_size": 2728,
+    "stats": {
+        "mean": [
+            [
+                -0.0319807638938054,
+                0.00842759592920361,
+                0.0032132584070795264,
+                -0.0512567557522122,
+                0.02061919999999998,
+                0.017208951831858395,
+                -0.023906728318583995,
+                0.009127680530973464,
+                0.04229537345132683,
+                0.03913422522123883,
+                -0.0012866005309730669,
+                0.019049747389380534,
+                0.0011946368141599608,
+                -0.01394144424778776,
+                -0.01887086017699146,
+                -0.012322258407079635
+            ]
+        ],
+        "std": [
+            [
+                0.9997012384907139,
+                1.011637351521284,
+                1.0052459246549308,
+                0.9835551200097631,
+                0.9188989108776542,
+                0.975563370252112,
+                0.9964151726496702,
+                0.9910016079646086,
+                0.9876324728734414,
+                0.9709295082923052,
+                1.018649934814902,
+                1.045208416973306,
+                1.0916320113723843,
+                0.971971990527501,
+                0.9802679634858928,
+                0.9883913040231975
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/blood/fold_0/result.json b/UCI_N6/aol/runs/blood/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..189dc147144c594c0831a05d49ee12254f7748cc
--- /dev/null
+++ b/UCI_N6/aol/runs/blood/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.22131147540983606,
+    "test_acc": 0.2437357630979499,
+    "train_size": 187,
+    "val_size": 122,
+    "test_size": 439,
+    "stats": {
+        "mean": [
+            [
+                0.08207599251336908,
+                0.07211877540106948,
+                0.07211877540106948,
+                0.12092969090909093
+            ]
+        ],
+        "std": [
+            [
+                1.0915037898164763,
+                0.9154190444987925,
+                0.9154190444987925,
+                1.0234960637376278
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 512,
+    "cert_evals": {
+        "36": 0.24373577535152435,
+        "72": 0.24373577535152435,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/blood/fold_1/result.json b/UCI_N6/aol/runs/blood/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0af0abe7b7ccb1f6c507cf985981a4f5464c8e4d
--- /dev/null
+++ b/UCI_N6/aol/runs/blood/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.5431034482758621,
+    "test_acc": 0.48314606741573035,
+    "train_size": 187,
+    "val_size": 116,
+    "test_size": 445,
+    "stats": {
+        "mean": [
+            [
+                -0.0044589358288771265,
+                -0.03777642245989305,
+                -0.03777642245989305,
+                -0.04118699946524062
+            ]
+        ],
+        "std": [
+            [
+                1.0355747128653376,
+                1.0168425706533084,
+                1.0168425706533084,
+                0.9389071377082803
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/blood/fold_2/result.json b/UCI_N6/aol/runs/blood/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d2ba162678759b9e287579bb3e441d5f1e1c673
--- /dev/null
+++ b/UCI_N6/aol/runs/blood/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 36,
+    "best_val_acc": 0.7454545454545455,
+    "test_acc": 0.7760532150776053,
+    "train_size": 187,
+    "val_size": 110,
+    "test_size": 451,
+    "stats": {
+        "mean": [
+            [
+                0.05565309197860972,
+                -0.04876601497326191,
+                -0.04876601497326191,
+                0.022211831550802065
+            ]
+        ],
+        "std": [
+            [
+                1.2081413746481122,
+                0.9472357528176619,
+                0.9472357528176619,
+                0.9442482982599183
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/blood/fold_3/result.json b/UCI_N6/aol/runs/blood/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f36d61b58e61583644af97f57f8f40912cb1eb30
--- /dev/null
+++ b/UCI_N6/aol/runs/blood/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.6101694915254238,
+    "test_acc": 0.5553047404063205,
+    "train_size": 187,
+    "val_size": 118,
+    "test_size": 443,
+    "stats": {
+        "mean": [
+            [
+                0.02856966417112282,
+                -0.11561878823529406,
+                -0.11561878823529406,
+                -0.0299989443850266
+            ]
+        ],
+        "std": [
+            [
+                1.1041996654221626,
+                0.9454192748690525,
+                0.9454192748690525,
+                0.9892882254644951
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_0/result.json b/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce658de0c55e94984f8bfd37258c096cb6d72282
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_0/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.95,
+    "test_acc": 0.9365994236311239,
+    "train_size": 142,
+    "val_size": 80,
+    "test_size": 347,
+    "stats": {
+        "mean": [
+            [
+                0.0825849457746479,
+                0.16776179100774652,
+                0.08018569295774641,
+                0.08525118492957748,
+                -0.13794442330985915,
+                -0.020546994366197266,
+                0.031128610563380326,
+                0.027148295774647915,
+                -0.03857999985915492,
+                -0.13734727633802823,
+                0.08226506922535208,
+                -0.06624039612676055,
+                0.09562314598591552,
+                0.11241559394366195,
+                -0.0706283795774648,
+                0.012817941971830999,
+                0.03673792985915488,
+                0.06254002929577464,
+                -0.016561529295774678,
+                -0.03867594647887324,
+                0.07726569126760555,
+                0.11026314366197185,
+                0.07734966126760559,
+                0.07510323753521127,
+                -0.10811489788732392,
+                0.017963794225352204,
+                0.03508001049295764,
+                0.03470587605633805,
+                -0.006298125654929594,
+                -0.05882395070422536
+            ]
+        ],
+        "std": [
+            [
+                1.0298680528672801,
+                1.0456187991444128,
+                1.0339745446187498,
+                1.1112548477482211,
+                0.9413610006349405,
+                1.0168663973319072,
+                1.0127149891342198,
+                0.9829034935431965,
+                0.9115153190139265,
+                0.8362062139046329,
+                1.3277929800502757,
+                0.7882767184809211,
+                1.351171258508586,
+                1.4874958213599554,
+                0.8030624718228448,
+                1.0638857030973894,
+                1.0680975160236916,
+                1.029388660893026,
+                0.8840778078833855,
+                0.9386046041123467,
+                1.042323932480091,
+                1.0325935116911305,
+                1.0468623000133939,
+                1.097427344818284,
+                0.9438879408105022,
+                1.048839947871273,
+                1.087511123501064,
+                1.02306665439061,
+                0.9281333050780699,
+                0.9709946269989288
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 16622,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_1/result.json b/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bba8fa821fbcbf2d43b9cab5c4a9973838ee63b
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_1/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.9390243902439024,
+    "test_acc": 0.9246376811594202,
+    "train_size": 142,
+    "val_size": 82,
+    "test_size": 345,
+    "stats": {
+        "mean": [
+            [
+                -0.11201186056338029,
+                0.07070025633802816,
+                -0.10239308169014083,
+                -0.11672702063380279,
+                0.032527111971830974,
+                0.05026270500000002,
+                -0.02818336908450703,
+                -0.04343403450704224,
+                -0.02067522316901408,
+                0.08708522408450704,
+                -0.11080013492957747,
+                0.04381799119718306,
+                -0.0825752031690141,
+                -0.11760619366197181,
+                -0.12109326042253515,
+                0.0031279288732394177,
+                -0.06837052551408451,
+                -0.09945178922535211,
+                0.02686396394366193,
+                -0.03645938134507036,
+                -0.09511004859154928,
+                0.08993712535211269,
+                -0.07473255774647886,
+                -0.10130778450704225,
+                0.04382505676056337,
+                0.08864361894366199,
+                0.03680164077464787,
+                -0.003688304577464759,
+                0.0977748130774647,
+                0.08804689718309852
+            ]
+        ],
+        "std": [
+            [
+                0.9195016301354824,
+                1.094593366492765,
+                0.9291056843219847,
+                0.8651637977085379,
+                1.104895872882098,
+                1.0612349352106514,
+                0.9960386306069985,
+                0.9599334814324468,
+                0.995073713912434,
+                1.0059759191906428,
+                0.8154754957601557,
+                1.1714910738712319,
+                0.8337124056974246,
+                0.7056775636749633,
+                0.8384686418997397,
+                0.997008703041016,
+                0.7652271837716654,
+                0.9491550332342998,
+                0.9894126977193328,
+                0.8349121832481521,
+                0.9324374909578882,
+                1.0776300277359205,
+                0.9582162700674596,
+                0.8930111054213019,
+                1.0965646002689322,
+                1.0909755237588887,
+                1.0811372221216917,
+                1.0368266566472815,
+                1.0808007528399084,
+                1.0161303395181038
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 16622,
+    "cert_evals": {
+        "36": 0.843478262424469,
+        "72": 0.5971014499664307,
+        "108": 0.03478261083364487,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_2/result.json b/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b52b1dc55397fe296cf3d392d556d5ddd9120352
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_2/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.9431818181818182,
+    "test_acc": 0.911504424778761,
+    "train_size": 142,
+    "val_size": 88,
+    "test_size": 339,
+    "stats": {
+        "mean": [
+            [
+                -0.021816593521126793,
+                0.06485498873239437,
+                -0.02247304859154929,
+                -0.029893932042253508,
+                0.038515619718309926,
+                -0.02588728169014086,
+                -0.05297414225352113,
+                -0.003333404225352076,
+                0.04336582049295775,
+                -0.03314538676056333,
+                -0.030619029577464745,
+                -0.0005102492957746506,
+                -0.05296082697183101,
+                -0.03949717746478873,
+                0.010749251408450719,
+                -0.0881686789436619,
+                -0.1314002314507042,
+                -0.11034913126760565,
+                -0.034516665140845094,
+                -0.06504294760563381,
+                -0.02178127598591549,
+                0.04724548049295773,
+                -0.027157091126760537,
+                -0.033063059859154906,
+                0.05190005140845066,
+                -0.03469985169014086,
+                -0.07640525704225351,
+                -0.020877885915492986,
+                0.0502971771619718,
+                -0.0047201802816901695
+            ]
+        ],
+        "std": [
+            [
+                0.9463937708331187,
+                1.0456850321490456,
+                0.9481587587922021,
+                0.9061036579406758,
+                0.9991272345406123,
+                0.9529645424014063,
+                0.9656412252488126,
+                1.0086024557337858,
+                1.0101851762447767,
+                0.971237840916314,
+                0.8511955942668115,
+                0.9348241096823969,
+                0.7677709117900025,
+                0.7619556774338143,
+                0.9861286665457306,
+                0.835402354513955,
+                0.6497713689377111,
+                0.83419033386709,
+                0.8966910096607936,
+                0.7137654744350889,
+                0.9276882020178508,
+                1.0094191904095935,
+                0.9175498580969587,
+                0.8830907945718708,
+                0.9951613811713826,
+                0.955386515361877,
+                0.9648461201262609,
+                1.0198807080859185,
+                1.0490861818978507,
+                0.9618292961310324
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 16622,
+    "cert_evals": {
+        "36": 0.044247787445783615,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_3/result.json b/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..432fc006fc097223f18e83c83ed253725c2af361
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc-diag/fold_3/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.9629629629629629,
+    "test_acc": 0.9421965317919075,
+    "train_size": 142,
+    "val_size": 81,
+    "test_size": 346,
+    "stats": {
+        "mean": [
+            [
+                0.041954460563380286,
+                -0.03068368455563383,
+                0.05642674225352119,
+                0.04212094478873236,
+                0.0753741992957746,
+                0.19173782535211265,
+                0.13158766190140847,
+                0.10927857042253514,
+                0.12073864654929573,
+                0.16060644718309858,
+                0.0007204726760563243,
+                0.02137304077464788,
+                0.05429816549295772,
+                -0.012780137042253566,
+                0.013563698028169006,
+                0.15196018795774635,
+                0.11918610920422545,
+                0.08330966570422528,
+                0.08884857161971826,
+                0.08853129507042258,
+                0.03332697760563379,
+                -0.006147756197183027,
+                0.06017890535211265,
+                0.025833432394366203,
+                0.10165912112676065,
+                0.184136802112676,
+                0.17515080211267609,
+                0.12936214014084502,
+                0.10002845492957746,
+                0.16336953521126774
+            ]
+        ],
+        "std": [
+            [
+                1.0573062114321623,
+                0.9552884577469056,
+                1.0710079092993716,
+                1.0509022734984494,
+                1.1270846333930622,
+                1.1567722248607955,
+                1.1330587765489406,
+                1.140649555855837,
+                1.1542513895561295,
+                1.0051375538789176,
+                0.8967996396101922,
+                1.097489083446709,
+                0.9381483291097392,
+                0.7912780594989863,
+                0.9397288734854672,
+                0.9788202766737033,
+                1.073938446577066,
+                0.9563830108562081,
+                1.1438144705840625,
+                0.7701703811879946,
+                1.0262729293228618,
+                0.9839279786422038,
+                1.0483951162266714,
+                1.0167649174977718,
+                1.0851034209747896,
+                1.0398339487141628,
+                1.1490024738247944,
+                1.0756456277267925,
+                1.0959872724158726,
+                0.9323448193880042
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 16622,
+    "cert_evals": {
+        "36": 0.9075144529342651,
+        "72": 0.797687828540802,
+        "108": 0.2745664715766907,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_0/result.json b/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8b26058279a8322a5d9a3a820e0976a92b9b161
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_0/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.7727272727272727,
+    "test_acc": 0.6535433070866141,
+    "train_size": 49,
+    "val_size": 22,
+    "test_size": 127,
+    "stats": {
+        "mean": [
+            [
+                -0.31970781836734696,
+                0.1594104081632653,
+                0.24753781836734692,
+                0.15300701836734695,
+                0.1584555244897959,
+                -0.07602553591836737,
+                -0.06153886122448981,
+                0.024552744897959188,
+                0.06713168775510207,
+                -0.10528630102040819,
+                -0.1678704836734694,
+                -0.0915255861224489,
+                0.07864324755102042,
+                -0.0763010120408163,
+                -0.037683283673469285,
+                -0.06905704693877551,
+                -0.042495671428571434,
+                -0.06359507428571427,
+                0.03737176122448981,
+                -0.1542635448979592,
+                -0.17539257755102045,
+                0.03410600122448976,
+                0.19654199204081632,
+                0.030810593877551008,
+                0.026635724489795946,
+                -0.07049495102040816,
+                -0.06440993673469386,
+                -0.08851851224489796,
+                0.02908160000000001,
+                -0.1859407571428571,
+                -0.1654363697959184,
+                0.12819854693877544,
+                0.07058588775510208
+            ]
+        ],
+        "std": [
+            [
+                0.8821495545994039,
+                1.046791889090161,
+                0.9578267027302361,
+                1.039660283165596,
+                1.062402836067028,
+                0.8890421367893667,
+                0.77925901952072,
+                1.0440797113889244,
+                1.07089974397772,
+                0.8387965488338012,
+                0.843277245772551,
+                0.9360392595139003,
+                0.9823857653557395,
+                0.9082591415396649,
+                0.9365116398737245,
+                0.5979213497916245,
+                0.6539721608757036,
+                0.7958185885004673,
+                0.9242350544633458,
+                0.6845312987462778,
+                0.6502938972920995,
+                0.949219789937265,
+                0.9404670831714534,
+                0.9171284397752019,
+                0.9104156790640995,
+                1.0518203238418193,
+                0.8156351280441914,
+                0.8683551446970883,
+                0.9112079933660755,
+                0.813430119013099,
+                0.8388136650033143,
+                1.1512761088815193,
+                1.0375108599738538
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20066,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_1/result.json b/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d93b5724f7cda99137a93b89ea22f121bd585366
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_1/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.7,
+    "test_acc": 0.773109243697479,
+    "train_size": 49,
+    "val_size": 30,
+    "test_size": 119,
+    "stats": {
+        "mean": [
+            [
+                -0.2954286122448979,
+                0.22705779387755098,
+                0.13045305210204083,
+                0.21518541632653068,
+                0.21329647816326533,
+                -0.23494008897959187,
+                -0.13741642857142858,
+                -0.01620160836734699,
+                0.07495674877551023,
+                -0.08356683326530613,
+                -0.30211086122448977,
+                0.17222382204081632,
+                0.1861636093877551,
+                0.18613398183673469,
+                0.17258124081632648,
+                -0.019180042857142875,
+                0.011242470816326589,
+                -0.019861698775510188,
+                0.09400348163265304,
+                0.03439312653061231,
+                -0.08544421122448984,
+                0.1251565993877551,
+                0.0614657979591837,
+                0.1106848959183673,
+                0.10643556734693876,
+                -0.283786518367347,
+                -0.22690647755102036,
+                -0.21750787142857142,
+                -0.11082883795918366,
+                -0.2517320069387755,
+                -0.3646700183673469,
+                0.17979882653061224,
+                -0.02691289795918366
+            ]
+        ],
+        "std": [
+            [
+                0.8143503780150015,
+                0.9174121431953063,
+                0.9505147809888337,
+                0.9270519324131056,
+                0.9280401005535991,
+                1.1301563685159044,
+                1.0842494023346008,
+                1.17774758901752,
+                1.1259425788210895,
+                1.0343443324314006,
+                0.899946779911175,
+                1.0776959194375155,
+                1.0652779342066867,
+                1.0778896598336396,
+                1.0489415511808549,
+                1.0202607569462199,
+                1.065380703338058,
+                1.046928716393895,
+                1.0889438008342867,
+                1.0504050035821422,
+                0.966138030350577,
+                0.8642794080204923,
+                1.0800430340260923,
+                0.8743291823479178,
+                0.8688670309147045,
+                1.0842628402104706,
+                0.8975026094533473,
+                0.9571151684782386,
+                1.0396216376453484,
+                0.914946697740367,
+                0.749250166005288,
+                1.1231797264684098,
+                0.8886200116636936
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20066,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_2/result.json b/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..88735ab3bc56de90fc0a9b921d56fbecc8784579
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_2/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.6756756756756757,
+    "test_acc": 0.7857142857142857,
+    "train_size": 49,
+    "val_size": 37,
+    "test_size": 112,
+    "stats": {
+        "mean": [
+            [
+                -0.03842323061224502,
+                -0.10614214693877552,
+                0.030698034693877517,
+                -0.1000028979591836,
+                -0.08415378163265311,
+                -0.03538041755102043,
+                -0.04750202040816325,
+                -0.10165484306122448,
+                -0.1358923424489796,
+                -0.02547460816326529,
+                0.027964706122448967,
+                0.1158320934693878,
+                0.2141981857142857,
+                0.11305339408163259,
+                0.09026773632653065,
+                -0.07205539183673473,
+                -0.11876845979591835,
+                -0.09018467959183678,
+                -0.001788581632653037,
+                -0.09199452244897957,
+                -0.05832562632653058,
+                -0.06420658346938772,
+                0.05587048142857144,
+                -0.07304466938775511,
+                -0.028326246938775446,
+                -0.04279098959183677,
+                -0.11518350408163265,
+                -0.12291339183673465,
+                -0.1940691712244898,
+                -0.03263718653061224,
+                -0.029735322448979654,
+                0.15452512040816324,
+                0.20183378571428573
+            ]
+        ],
+        "std": [
+            [
+                0.9794534025714385,
+                1.0053275769298504,
+                0.9095119348920842,
+                1.008933323770274,
+                0.9879586777091109,
+                1.0102761898726105,
+                0.9960048575197608,
+                1.0021029195920532,
+                0.9776597311295145,
+                0.9821341050152573,
+                0.9436155579641772,
+                1.1817284472744785,
+                1.1856988946274227,
+                1.1970542714305854,
+                1.1086625077552497,
+                0.6618568645391364,
+                0.7687365990953271,
+                0.8119143908977525,
+                1.0415418534564902,
+                0.8186632232431363,
+                0.8434368212477027,
+                1.0615598386819989,
+                0.8454048970519085,
+                1.0522702304694245,
+                1.041897029381895,
+                1.1007804274989816,
+                0.8280858289610474,
+                0.8451988761728604,
+                1.0253215425598294,
+                0.9705970427113062,
+                0.8554540105246272,
+                0.9682864062481196,
+                1.2134784272055537
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20066,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_3/result.json b/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e919af5b3f0cbfa934e3847b9b3bf6ba4b488894
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc-prog/fold_3/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.72,
+    "test_acc": 0.75,
+    "train_size": 49,
+    "val_size": 25,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                -0.06744018775510212,
+                0.18968365714285723,
+                -0.014217911020408189,
+                0.21184517142857145,
+                0.16995342797959181,
+                0.0988115742857143,
+                0.23174346530612244,
+                0.2643820010204082,
+                0.2708541071428573,
+                0.17052290612244894,
+                0.08597982244897957,
+                0.02605522000000001,
+                -0.09904910612244898,
+                0.07999727979591835,
+                0.021088532448979617,
+                0.032508024489795916,
+                0.1139721422448979,
+                0.17344601857142858,
+                0.1454327612244898,
+                0.09731225102040818,
+                0.07194746775510205,
+                0.15103356959183675,
+                -0.07001499795918376,
+                0.19365317551020406,
+                0.10773460285714288,
+                0.06407297959183662,
+                0.08076181836734692,
+                0.18958595510204077,
+                0.30016600816326516,
+                0.048603673469387716,
+                0.014894271020408143,
+                0.2872125,
+                0.2280839387755102
+            ]
+        ],
+        "std": [
+            [
+                0.9697920367102327,
+                0.9203134351014114,
+                0.9060497409545201,
+                0.9187807307729611,
+                0.9729266703311016,
+                0.9430977585802243,
+                0.8769553733450195,
+                0.8356859349258849,
+                0.8680804682359612,
+                1.0166341852710845,
+                0.8914293133833798,
+                0.7940097770795826,
+                0.7723528820449007,
+                0.8508321197542031,
+                0.7752894285658177,
+                0.7444263872990391,
+                0.9053411998307737,
+                0.9999993608516502,
+                0.8504750965678145,
+                1.090497279238265,
+                0.7631870591645827,
+                0.9076864322017706,
+                0.8687695687330197,
+                0.9366133883217269,
+                0.9044846120349299,
+                0.9712465829469978,
+                0.7332294033502637,
+                0.8612201045664006,
+                0.9404165330479154,
+                0.8777899215486339,
+                0.6950358654750831,
+                1.288136700201249,
+                1.084093306135652
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20066,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc/fold_0/result.json b/UCI_N6/aol/runs/breast-cancer-wisc/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba89c490274f58e280e9fe769d1082095efd81ff
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 57,
+    "best_val_acc": 0.9745762711864406,
+    "test_acc": 0.9408866995073891,
+    "train_size": 175,
+    "val_size": 118,
+    "test_size": 406,
+    "stats": {
+        "mean": [
+            [
+                -0.022535588571428563,
+                0.03270772571428592,
+                0.05325746457142836,
+                0.06163440114285701,
+                0.059859796571428064,
+                -0.04726777714285723,
+                0.04544096571428557,
+                0.06602559942857117,
+                0.14610774857142944
+            ]
+        ],
+        "std": [
+            [
+                0.952214787303689,
+                1.0892638945885795,
+                1.0696936676502014,
+                1.089278359409774,
+                1.1050209023715667,
+                0.9596438048031793,
+                1.0789832917046138,
+                1.092361737838657,
+                1.280102883239457
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.6182265877723694,
+        "72": 0.5837438106536865,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc/fold_1/result.json b/UCI_N6/aol/runs/breast-cancer-wisc/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d46f9819fef9a4baecd818f0622267b955667c37
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.9736842105263158,
+    "test_acc": 0.9439024390243902,
+    "train_size": 175,
+    "val_size": 114,
+    "test_size": 410,
+    "stats": {
+        "mean": [
+            [
+                -0.014418068571428517,
+                0.008363611428571432,
+                0.0013426971428572047,
+                0.04362350857142855,
+                0.06760174228571425,
+                -0.012737622857143117,
+                0.12043267999999967,
+                -0.02566830114285711,
+                -0.0004912342857143631
+            ]
+        ],
+        "std": [
+            [
+                1.0359812403938078,
+                0.9851680594955492,
+                1.0075838815724851,
+                1.0487044899930569,
+                1.0481096015979268,
+                0.9902459117914181,
+                1.0891962569916647,
+                0.9837374432610851,
+                1.028364534365016
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.6195122003555298,
+        "72": 0.29756098985671997,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc/fold_2/result.json b/UCI_N6/aol/runs/breast-cancer-wisc/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9f06521fe25fd7fc2973ab48c4641e4b2b58b60
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.9813084112149533,
+    "test_acc": 0.9640287769784173,
+    "train_size": 175,
+    "val_size": 107,
+    "test_size": 417,
+    "stats": {
+        "mean": [
+            [
+                0.022111400000000093,
+                0.05892480000000022,
+                0.053257361714285696,
+                0.011603669142857164,
+                0.01340863999999994,
+                0.028070879999999694,
+                -0.015489731428571414,
+                -0.006955264571428654,
+                -0.02714547428571435
+            ]
+        ],
+        "std": [
+            [
+                1.030600322394337,
+                1.0255153351270532,
+                1.050776582254071,
+                0.979718412809739,
+                0.9943823240987255,
+                1.0416854377063047,
+                1.0036051510508777,
+                0.9886021184539473,
+                1.0198774589002766
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.1774580329656601,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer-wisc/fold_3/result.json b/UCI_N6/aol/runs/breast-cancer-wisc/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2c3203a274f7087e873074d00c4d518a4067db1
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer-wisc/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.978494623655914,
+    "test_acc": 0.951276102088167,
+    "train_size": 175,
+    "val_size": 93,
+    "test_size": 431,
+    "stats": {
+        "mean": [
+            [
+                0.0424054742857143,
+                -0.014108091428571279,
+                -0.00827128971428571,
+                -0.056438248,
+                -0.030462011428571644,
+                0.035918565714285505,
+                -0.09751196000000009,
+                -0.053737870857142926,
+                -0.04380451428571453
+            ]
+        ],
+        "std": [
+            [
+                0.9542842873481718,
+                0.9773558222868145,
+                0.959218665273952,
+                0.9009025916399945,
+                0.98004059543331,
+                1.0172287889258582,
+                1.000728061455461,
+                0.9224531635202544,
+                0.947073789238405
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer/fold_0/result.json b/UCI_N6/aol/runs/breast-cancer/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd3273174423054d2eb20ed84448690f4b980394
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.8235294117647058,
+    "test_acc": 0.6906077348066298,
+    "train_size": 71,
+    "val_size": 34,
+    "test_size": 181,
+    "stats": {
+        "mean": [
+            [
+                -0.0162575774647888,
+                0.01285738028169014,
+                0.05645037746478872,
+                -0.0029103802816902316,
+                -0.11736198591549311,
+                -0.028151649295774777,
+                -0.03566477464788737,
+                0.00970807042253526,
+                0.22726122535211296
+            ]
+        ],
+        "std": [
+            [
+                1.0503834784726616,
+                0.9628419637542994,
+                0.9596794691642652,
+                0.9092740907525307,
+                1.049772063174192,
+                1.0411696038595801,
+                0.9953573619388768,
+                0.9968442343032266,
+                0.8156962912830921
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer/fold_1/result.json b/UCI_N6/aol/runs/breast-cancer/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d5efb8e841ec63a3b200ac81724db68f170cb9d
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.6923076923076923,
+    "train_size": 71,
+    "val_size": 46,
+    "test_size": 169,
+    "stats": {
+        "mean": [
+            [
+                0.19254230985915494,
+                -0.19285994366197182,
+                0.20358705070422517,
+                0.009330281690140758,
+                -0.03202669014084532,
+                -0.08538911549295794,
+                -0.007489267605633831,
+                -0.18945425352112666,
+                -0.10300454929577448
+            ]
+        ],
+        "std": [
+            [
+                1.026498898055275,
+                1.0381849522269773,
+                0.8715501768246713,
+                1.1092478240870034,
+                1.0696236526518819,
+                1.0540261837033709,
+                0.9977471789729346,
+                0.7297492222931498,
+                1.0547842980526614
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer/fold_2/result.json b/UCI_N6/aol/runs/breast-cancer/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf7eae57a09d8b7ac4c035660bba2ca45ae35348
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.2,
+    "test_acc": 0.31351351351351353,
+    "train_size": 71,
+    "val_size": 30,
+    "test_size": 185,
+    "stats": {
+        "mean": [
+            [
+                0.011582478873239406,
+                0.03857201408450704,
+                0.023010226760563364,
+                -0.21100099999999994,
+                0.1670883239436617,
+                -0.04723080000000009,
+                -0.17654230985915503,
+                0.10343116901408457,
+                -0.003924816901408183
+            ]
+        ],
+        "std": [
+            [
+                1.0328973500575376,
+                0.9120557342457011,
+                1.064258264362845,
+                0.5867856877712776,
+                0.7568737218929631,
+                1.003788410624883,
+                0.9711357918131928,
+                0.9987696871895037,
+                1.0006562466084945
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-cancer/fold_3/result.json b/UCI_N6/aol/runs/breast-cancer/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..84a42002a29ff8ffc2f6e745646a553e47abf666
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-cancer/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.7218934911242604,
+    "train_size": 71,
+    "val_size": 46,
+    "test_size": 169,
+    "stats": {
+        "mean": [
+            [
+                0.10902253521126751,
+                -0.06428660563380281,
+                0.1099546112676056,
+                0.08277422535211261,
+                -0.1742519718309861,
+                0.18171905915492953,
+                -0.14836680281690146,
+                0.1854393802816902,
+                -0.16905770422535188
+            ]
+        ],
+        "std": [
+            [
+                0.9700145966779166,
+                1.0084610495616426,
+                1.0559460579933821,
+                1.206060152642598,
+                1.1213259288422783,
+                0.9728498213970074,
+                0.9776535548414097,
+                1.0665540888636171,
+                1.0843586560371206
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-tissue/fold_0/result.json b/UCI_N6/aol/runs/breast-tissue/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d75bb29ee8b99c2f2f7c41b87de72c3b8c54e2b0
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-tissue/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3125,
+    "test_acc": 0.140625,
+    "train_size": 26,
+    "val_size": 16,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.05975213076923076,
+                -0.1700837961538461,
+                -0.07101548961538463,
+                -0.07560978846153853,
+                -0.09291733192307686,
+                -0.016577561538461575,
+                -0.04475990000000001,
+                -0.07285894230769238,
+                0.07173603846153843
+            ]
+        ],
+        "std": [
+            [
+                1.0224159106861461,
+                0.8445520785357892,
+                0.7741253936128145,
+                0.8853536860600771,
+                0.38729731508258874,
+                0.9582996830625056,
+                0.82333349002183,
+                0.8965544012774733,
+                1.0474511376253193
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1662,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-tissue/fold_1/result.json b/UCI_N6/aol/runs/breast-tissue/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..46c07311aa63dcaa569ebb9bad3492adaca01ca5
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-tissue/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.11764705882352941,
+    "test_acc": 0.20634920634920634,
+    "train_size": 26,
+    "val_size": 17,
+    "test_size": 63,
+    "stats": {
+        "mean": [
+            [
+                0.06515484615384612,
+                0.03429535384615387,
+                0.00023585769230772996,
+                0.02817068038461536,
+                0.29457321923076923,
+                0.28562573076923076,
+                0.1850123226923077,
+                0.007732330769230795,
+                0.09394715384615383
+            ]
+        ],
+        "std": [
+            [
+                1.0481371005758702,
+                0.9468687513118862,
+                0.9541555931791563,
+                1.161367210725673,
+                1.8089072605844074,
+                1.4326989403612587,
+                1.2263588432882497,
+                1.1230111041722295,
+                1.0768662243391771
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1662,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-tissue/fold_2/result.json b/UCI_N6/aol/runs/breast-tissue/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..71c312430e99b7a2d5e3e035ad547317606ba3b5
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-tissue/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.13636363636363635,
+    "test_acc": 0.15517241379310345,
+    "train_size": 26,
+    "val_size": 22,
+    "test_size": 58,
+    "stats": {
+        "mean": [
+            [
+                0.1420645923076924,
+                -0.021972550769230735,
+                0.05583075653846149,
+                0.1584816346153846,
+                0.34043701807692306,
+                0.2878222653846154,
+                0.08915464576923074,
+                0.16733479230769233,
+                0.15722880769230765
+            ]
+        ],
+        "std": [
+            [
+                1.1134982409667369,
+                0.9816789499398818,
+                1.0050663167371856,
+                1.3274295018092825,
+                1.8473866317578664,
+                1.5489183023129736,
+                1.1110278693236766,
+                1.3406661330121303,
+                1.11545486536904
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1662,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/breast-tissue/fold_3/result.json b/UCI_N6/aol/runs/breast-tissue/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f294d512aec1f0d4949ac96e3c7484173d26ec51
--- /dev/null
+++ b/UCI_N6/aol/runs/breast-tissue/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.25,
+    "test_acc": 0.16176470588235295,
+    "train_size": 26,
+    "val_size": 12,
+    "test_size": 68,
+    "stats": {
+        "mean": [
+            [
+                0.1574124615384615,
+                0.10245514615384627,
+                0.03514549230769227,
+                0.3551133961538462,
+                0.3894629076923076,
+                0.3001374115384615,
+                0.28138883461538466,
+                0.3308483076923076,
+                0.1433466538461538
+            ]
+        ],
+        "std": [
+            [
+                1.080732063435857,
+                0.9803609509557707,
+                0.9980517989674806,
+                1.3433457176877586,
+                1.8319487646118202,
+                1.4349909430519747,
+                1.3440593710651376,
+                1.3474895378547405,
+                1.0747301574317993
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1662,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/car/fold_0/result.json b/UCI_N6/aol/runs/car/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..38b030aadf8de9e157c9a1d6da93da411e3cc947
--- /dev/null
+++ b/UCI_N6/aol/runs/car/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.22592592592592592,
+    "test_acc": 0.21832358674463936,
+    "train_size": 432,
+    "val_size": 270,
+    "test_size": 1026,
+    "stats": {
+        "mean": [
+            [
+                0.08486305092592587,
+                -0.024837976851851778,
+                -1.3287037036350012e-06,
+                0.011336944444444445,
+                -0.03684506944444444,
+                -0.03401083333333333
+            ]
+        ],
+        "std": [
+            [
+                1.0016589891278265,
+                1.0231915721256846,
+                0.9608720065155524,
+                0.9785956932593036,
+                0.9832757136677825,
+                1.0299163223065575
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 760,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/car/fold_1/result.json b/UCI_N6/aol/runs/car/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3331dc874ccbeec9b1862cf9e299c7bb354bd6ab
--- /dev/null
+++ b/UCI_N6/aol/runs/car/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.7125984251968503,
+    "test_acc": 0.7408829174664108,
+    "train_size": 432,
+    "val_size": 254,
+    "test_size": 1042,
+    "stats": {
+        "mean": [
+            [
+                0.11177086574074095,
+                0.05174572685185183,
+                0.006257092592592696,
+                -0.014171180555555555,
+                0.00850270833333333,
+                -0.04251354166666666
+            ]
+        ],
+        "std": [
+            [
+                1.0027127363181396,
+                1.0149158181522542,
+                1.0007483470954381,
+                0.9838637435503522,
+                0.9979369093278955,
+                0.9935806706647962
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 760,
+    "cert_evals": {
+        "36": 0.41650670766830444,
+        "72": 0.03646833077073097,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/car/fold_2/result.json b/UCI_N6/aol/runs/car/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1189d744272c63f3a971e371179bc3c635e8199f
--- /dev/null
+++ b/UCI_N6/aol/runs/car/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.056,
+    "test_acc": 0.036328871892925434,
+    "train_size": 432,
+    "val_size": 250,
+    "test_size": 1046,
+    "stats": {
+        "mean": [
+            [
+                0.03725695833333315,
+                -0.008279379629629494,
+                -0.017212699074074026,
+                -0.022673888888888886,
+                0.11053520833333332,
+                -0.005668472222222222
+            ]
+        ],
+        "std": [
+            [
+                1.015550913169218,
+                1.0070528609914111,
+                1.0176501107132674,
+                0.9748453883737107,
+                1.0057305909552958,
+                0.9857113000295774
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 760,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/car/fold_3/result.json b/UCI_N6/aol/runs/car/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8905f708be1f5adb595737d4f0e8c9ac51ced4e1
--- /dev/null
+++ b/UCI_N6/aol/runs/car/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.7838827838827839,
+    "test_acc": 0.7986314760508308,
+    "train_size": 432,
+    "val_size": 273,
+    "test_size": 1023,
+    "stats": {
+        "mean": [
+            [
+                0.006209462962963474,
+                0.006209476851851934,
+                -0.0015661527777777126,
+                -0.017005416666666662,
+                0.02267388888888889,
+                -0.04534777777777777
+            ]
+        ],
+        "std": [
+            [
+                1.0216642383326442,
+                0.997836524752538,
+                0.9973262178910823,
+                0.9855809020000981,
+                1.020073036790825,
+                0.9917072748761516
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 760,
+    "cert_evals": {
+        "36": 0.6324535608291626,
+        "72": 0.558162271976471,
+        "108": 0.436950147151947,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cardiotocography-10clases/fold_0/result.json b/UCI_N6/aol/runs/cardiotocography-10clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2079999ac06618b70a9c38385dfad6d35a2434c
--- /dev/null
+++ b/UCI_N6/aol/runs/cardiotocography-10clases/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 65,
+    "best_val_acc": 0.5862068965517241,
+    "test_acc": 0.5446708463949843,
+    "train_size": 531,
+    "val_size": 319,
+    "test_size": 1276,
+    "stats": {
+        "mean": [
+            [
+                0.05696145216572526,
+                0.04547308248587554,
+                0.02537313540489641,
+                0.00411199623352259,
+                0.004895357815442945,
+                0.008270713935970049,
+                0.005839290018833664,
+                -0.016622836393596845,
+                0.056058268926553946,
+                -0.03742293794726937,
+                0.012369841544256039,
+                0.0072619020715631285,
+                0.009574918079096046,
+                0.031539144971751344,
+                0.013908543314500948,
+                0.011100862523540712,
+                0.04299334557438753,
+                0.0388642668549907,
+                0.03971033022598931,
+                0.04886574700564973,
+                0.01822254990583819
+            ]
+        ],
+        "std": [
+            [
+                0.9791003932834449,
+                1.021744482805594,
+                1.1340682159044895,
+                1.0045684160238317,
+                1.0167341100485954,
+                1.0690427250537498,
+                1.0300221271732741,
+                1.0094253367928134,
+                1.0210603991574776,
+                0.9572713912379988,
+                1.0483212024662971,
+                1.0072461534048065,
+                1.0014897901284459,
+                0.9804849453944862,
+                0.9885214019890697,
+                1.0745697261946487,
+                0.992143934303644,
+                0.984246843865331,
+                0.9805974247887139,
+                1.1272267847632704,
+                1.0038856117840471
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8578,
+    "cert_evals": {
+        "36": 0.43887147307395935,
+        "72": 0.3283698856830597,
+        "108": 0.21238243579864502,
+        "255": 0.04153604805469513
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cardiotocography-10clases/fold_1/result.json b/UCI_N6/aol/runs/cardiotocography-10clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b0fce7c4d824c75a5cfc853fa71f8d4ef76ce25
--- /dev/null
+++ b/UCI_N6/aol/runs/cardiotocography-10clases/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.5927051671732523,
+    "test_acc": 0.5679304897314376,
+    "train_size": 531,
+    "val_size": 329,
+    "test_size": 1266,
+    "stats": {
+        "mean": [
+            [
+                0.02423730847457605,
+                0.013319074199623025,
+                0.015243735216572874,
+                0.004751267419963072,
+                -0.009100580225987828,
+                0.008270713935970045,
+                0.024992621468926206,
+                0.03573573145009404,
+                -0.005775212429378253,
+                -0.0017990462335216943,
+                -0.04130081879472713,
+                0.004844720715630924,
+                0.008810358945386055,
+                0.025032086685499028,
+                -0.003331445386064059,
+                0.003099077212806293,
+                0.013448002824858358,
+                0.00903407777777766,
+                0.006905300357815675,
+                0.014681350583804143,
+                -0.02494074199623351
+            ]
+        ],
+        "std": [
+            [
+                0.9901364010340642,
+                1.0331843009790576,
+                1.0385537848348627,
+                1.004594460707876,
+                0.9939531654620118,
+                1.0690427250537498,
+                1.1059904833090093,
+                1.0066519698467797,
+                0.9947251360209003,
+                1.007854194532267,
+                0.9613978699084029,
+                1.0039167957400732,
+                1.0015612937949965,
+                1.0093255157872945,
+                0.9891264460600468,
+                0.9170858677231267,
+                1.0232842600875196,
+                0.9997950684728752,
+                1.0142818567858394,
+                1.0064323164990734,
+                0.9910108983737475
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8578,
+    "cert_evals": {
+        "36": 0.400473952293396,
+        "72": 0.22432859241962433,
+        "108": 0.11058451980352402,
+        "255": 0.030805688351392746
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cardiotocography-10clases/fold_2/result.json b/UCI_N6/aol/runs/cardiotocography-10clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..507e0c9f4c49c2e4390c821e19365e9895811826
--- /dev/null
+++ b/UCI_N6/aol/runs/cardiotocography-10clases/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 69,
+    "best_val_acc": 0.486646884272997,
+    "test_acc": 0.45548489666136727,
+    "train_size": 531,
+    "val_size": 337,
+    "test_size": 1258,
+    "stats": {
+        "mean": [
+            [
+                -0.017864035781544274,
+                0.006498658568738066,
+                0.055962871563087456,
+                0.031599305084746454,
+                -0.01800729736346521,
+                0.008270713935970026,
+                -0.010121785310734386,
+                0.06804887372881353,
+                -0.026457461770244318,
+                -0.009681385969868147,
+                -0.06351851043314512,
+                0.0022826497175141396,
+                0.0007831224105461175,
+                0.006246139887005633,
+                0.020293879472693028,
+                -0.039576907721280453,
+                -0.031042671939736536,
+                -0.02997460489642182,
+                -0.02915410564971728,
+                -0.03835001242937842,
+                -0.02802381167608266
+            ]
+        ],
+        "std": [
+            [
+                0.9840240485333955,
+                1.0369630058509158,
+                1.3077211738329413,
+                0.9781910820406798,
+                0.9593815683814114,
+                1.0690427250537495,
+                0.9831811654899777,
+                1.0030139105693259,
+                0.9410382228102027,
+                1.0102835335540883,
+                0.9567918855139759,
+                0.9840184308800868,
+                0.9460545431142556,
+                1.0343625123637432,
+                0.9972026659995562,
+                0.9845178278494092,
+                0.982127775954673,
+                0.9875424397739129,
+                0.9974176458730358,
+                0.9332863192875079,
+                1.005191404704601
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8578,
+    "cert_evals": {
+        "36": 0.27424484491348267,
+        "72": 0.1629570722579956,
+        "108": 0.0882352963089943,
+        "255": 0.022257551550865173
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cardiotocography-10clases/fold_3/result.json b/UCI_N6/aol/runs/cardiotocography-10clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8681538f8935c1a271bccc4ea69ce282a2e3aaea
--- /dev/null
+++ b/UCI_N6/aol/runs/cardiotocography-10clases/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 76,
+    "best_val_acc": 0.569620253164557,
+    "test_acc": 0.5308835027365129,
+    "train_size": 531,
+    "val_size": 316,
+    "test_size": 1279,
+    "stats": {
+        "mean": [
+            [
+                0.00242115593220332,
+                -0.035886080602636754,
+                -0.03572555838041413,
+                -0.01890058003766386,
+                -0.032639473446328435,
+                0.008270713935969828,
+                -0.010121798493407167,
+                0.037159613276836166,
+                -0.026031056685498998,
+                -0.0068150113747645945,
+                -0.01142061785310738,
+                -0.00994834726930324,
+                -0.03017912354048965,
+                -0.07131180037664787,
+                -0.020571447269303055,
+                -0.026240708097928056,
+                0.01977089152542346,
+                -0.0009897885122410945,
+                0.008988329585687696,
+                -0.027821750659133063,
+                0.07988433521657268
+            ]
+        ],
+        "std": [
+            [
+                0.9646815053252067,
+                0.9964364169189934,
+                0.8667767137648238,
+                0.9918320242400497,
+                0.9443068366192023,
+                1.0690427250537484,
+                0.9028491559082471,
+                0.9963685539925591,
+                0.9378981844514512,
+                0.9990211691032591,
+                0.9968931340694016,
+                0.9947823538218709,
+                1.01034823063542,
+                0.9491639320099594,
+                0.9768788202272297,
+                0.8919007118681375,
+                0.9486367993709804,
+                0.9697075304143699,
+                0.975375266216865,
+                0.9399010412320569,
+                0.9783943677709094
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8578,
+    "cert_evals": {
+        "36": 0.4300234615802765,
+        "72": 0.33620014786720276,
+        "108": 0.24863174557685852,
+        "255": 0.05942142382264137
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cardiotocography-3clases/fold_0/result.json b/UCI_N6/aol/runs/cardiotocography-3clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b289cb89b9577d176d7123f6ad858a552a7d767
--- /dev/null
+++ b/UCI_N6/aol/runs/cardiotocography-3clases/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 54,
+    "best_val_acc": 0.8761609907120743,
+    "test_acc": 0.8498427672955975,
+    "train_size": 531,
+    "val_size": 323,
+    "test_size": 1272,
+    "stats": {
+        "mean": [
+            [
+                -0.030111656873823105,
+                -0.003732127118644177,
+                0.01116787758945438,
+                -0.08985611299434969,
+                -0.00846454877589486,
+                0.008270713935970052,
+                0.01860809416195951,
+                0.07714044712806034,
+                -0.005562035969867772,
+                -0.02718609557438801,
+                -0.012457818041431213,
+                0.012724705461393555,
+                -0.02157851902071565,
+                -0.007921984030131852,
+                0.03306414218455754,
+                0.04044068926553697,
+                -0.048516965348399554,
+                -0.04458778192090391,
+                -0.03123695568738192,
+                0.02170018583804156,
+                -0.018774542372881505
+            ]
+        ],
+        "std": [
+            [
+                1.0267196734843282,
+                1.0079165135088577,
+                0.9473557451244335,
+                0.9914796817927604,
+                1.004413984395137,
+                1.0690427250537498,
+                1.0265337126752654,
+                1.0005000887455053,
+                1.027745709308044,
+                0.9908319242282088,
+                1.0037543771306683,
+                1.0398975301195088,
+                1.0062327099761543,
+                1.0841869723664168,
+                1.0142218392015123,
+                1.151741953917099,
+                1.0734457791437295,
+                1.0354213623061976,
+                1.0200885928553527,
+                1.1205840477329363,
+                1.0030899076810105
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.8223270177841187,
+        "72": 0.7822327017784119,
+        "108": 0.7350628972053528,
+        "255": 0.4732704162597656
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cardiotocography-3clases/fold_1/result.json b/UCI_N6/aol/runs/cardiotocography-3clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad61dd427332538bd9b6edd0e8dc745fa9333dd5
--- /dev/null
+++ b/UCI_N6/aol/runs/cardiotocography-3clases/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 53,
+    "best_val_acc": 0.8742331288343558,
+    "test_acc": 0.8691883372734437,
+    "train_size": 531,
+    "val_size": 326,
+    "test_size": 1269,
+    "stats": {
+        "mean": [
+            [
+                0.016391169491525318,
+                0.0011396926553671261,
+                -0.02373987099811634,
+                0.03607396610169575,
+                -0.010373017325799852,
+                0.00827071393597003,
+                0.012223685499058473,
+                0.010651874764595136,
+                0.01981098888888896,
+                0.01887923308851223,
+                -0.018915777890772333,
+                -0.015072648775894497,
+                0.009447557815442556,
+                -0.017157672448210953,
+                -0.006524062146892641,
+                -0.03690971751412391,
+                -0.03587095574387965,
+                -0.017897674387947204,
+                -0.022515022862523364,
+                0.011496865838041524,
+                -0.04343927306967993
+            ]
+        ],
+        "std": [
+            [
+                0.9391569592897272,
+                1.0230906606141204,
+                0.9581004188558814,
+                0.9835526445831309,
+                0.9979926559581693,
+                1.0690427250537498,
+                1.0123898646052452,
+                1.000643989202775,
+                1.0328535759777588,
+                1.0412458470198602,
+                1.0101002215424937,
+                1.0019895656154183,
+                1.0176643747680885,
+                0.9912502978877031,
+                0.9736333689619006,
+                0.8842664932785655,
+                1.039084545290219,
+                0.9977498578188039,
+                0.9855549645903211,
+                1.0605253991894208,
+                1.000119457990836
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.8195429444313049,
+        "72": 0.7643814086914062,
+        "108": 0.6895192861557007,
+        "255": 0.3837667405605316
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cardiotocography-3clases/fold_2/result.json b/UCI_N6/aol/runs/cardiotocography-3clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e55d00d57e3996b16f8abecde3d0be85c53c6cfd
--- /dev/null
+++ b/UCI_N6/aol/runs/cardiotocography-3clases/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.8393939393939394,
+    "test_acc": 0.8553359683794466,
+    "train_size": 531,
+    "val_size": 330,
+    "test_size": 1265,
+    "stats": {
+        "mean": [
+            [
+                0.011989649905837963,
+                0.017703763653483834,
+                -0.04815508248587558,
+                0.0878522580037672,
+                -0.0001940107344639859,
+                -0.0574620999999995,
+                0.04414582297551817,
+                0.04154100908662901,
+                0.0033932510357819923,
+                0.013044282391713674,
+                -0.042404981242937984,
+                0.04134378888888889,
+                -0.01985842806026365,
+                0.05704191233521654,
+                0.04647320527306972,
+                -0.06624954802259869,
+                0.0383948538606398,
+                0.015676433521657228,
+                0.03476359286252388,
+                0.0983877023352167,
+                -0.00027604896421838714
+            ]
+        ],
+        "std": [
+            [
+                1.0121411725514342,
+                1.0022698506112053,
+                0.7850107263672123,
+                1.021861659011844,
+                1.0205680703685656,
+                1.0,
+                1.0504178369202641,
+                0.9762037792485212,
+                0.9969033920323853,
+                1.0262088384173584,
+                0.9577094393711939,
+                1.018018865673482,
+                1.0072567026892174,
+                1.0240761987453126,
+                0.9864342700743015,
+                0.8655231462742808,
+                1.0132444325659744,
+                1.002180759880479,
+                1.0086965056851351,
+                1.1584443320466373,
+                0.9678154222739248
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.7984189391136169,
+        "72": 0.7177865505218506,
+        "108": 0.634782612323761,
+        "255": 0.17312252521514893
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cardiotocography-3clases/fold_3/result.json b/UCI_N6/aol/runs/cardiotocography-3clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ec87c8cfe1c7e05af8b60d173fc64ff14522fe3
--- /dev/null
+++ b/UCI_N6/aol/runs/cardiotocography-3clases/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.8626198083067093,
+    "test_acc": 0.8634945397815913,
+    "train_size": 531,
+    "val_size": 313,
+    "test_size": 1282,
+    "stats": {
+        "mean": [
+            [
+                0.07590710470809812,
+                -0.024193697175141464,
+                -0.04779198342749522,
+                -0.03360304143126111,
+                0.029070319209039387,
+                -0.024595693032014893,
+                0.005839325800377342,
+                0.06772045080037671,
+                0.004032814877590208,
+                -0.01572106636534833,
+                -0.023934781092278794,
+                -0.0005697517890771726,
+                -0.008709438794726921,
+                -0.015583420433144993,
+                -0.012270593220338952,
+                0.01910270809792879,
+                -0.009544668926553972,
+                -0.0007485035781543035,
+                0.019792885216572968,
+                0.012601643615819754,
+                0.07063507344632772
+            ]
+        ],
+        "std": [
+            [
+                0.9774443663972388,
+                0.9691878598072985,
+                0.7938133543361705,
+                1.0258465761633682,
+                0.9993132346074002,
+                0.7566415100311142,
+                1.0194614547438874,
+                0.9883543548463236,
+                0.9952655430481072,
+                0.9924332095258233,
+                1.0409700820319554,
+                0.9838443180700808,
+                0.9913771235918427,
+                0.9821486224205357,
+                0.9651162627503362,
+                1.033340912804804,
+                1.0105779866484361,
+                1.0049118298763688,
+                0.989141891228224,
+                1.0204876585018856,
+                0.9866082018247349
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.8307332396507263,
+        "72": 0.7917316555976868,
+        "108": 0.7433697581291199,
+        "255": 0.4492979645729065
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/chess-krvk/fold_0/result.json b/UCI_N6/aol/runs/chess-krvk/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c166826cc67efca832a4de1ac68adb9cf04fed5
--- /dev/null
+++ b/UCI_N6/aol/runs/chess-krvk/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 65,
+    "best_val_acc": 0.19853289162328444,
+    "test_acc": 0.1971336822074215,
+    "train_size": 7014,
+    "val_size": 4226,
+    "test_size": 16816,
+    "stats": {
+        "mean": [
+            [
+                0.012324607927003232,
+                0.007078780439120998,
+                0.0020496236099223986,
+                -0.024108994297119334,
+                -0.0005551300684344027,
+                0.00494480253777899
+            ]
+        ],
+        "std": [
+            [
+                0.999931915679557,
+                1.0057899986789152,
+                1.0018138589619487,
+                0.9949807268406698,
+                1.0000689847213224,
+                1.0016960231746526
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 942,
+    "cert_evals": {
+        "36": 0.08087535202503204,
+        "72": 0.02093244530260563,
+        "108": 0.006600856315344572,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/chess-krvk/fold_1/result.json b/UCI_N6/aol/runs/chess-krvk/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7a78bd84c1336482584b9d0cbf01bbed9e771e6
--- /dev/null
+++ b/UCI_N6/aol/runs/chess-krvk/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 53,
+    "best_val_acc": 0.17238117758335303,
+    "test_acc": 0.17432938797359188,
+    "train_size": 7014,
+    "val_size": 4229,
+    "test_size": 16813,
+    "stats": {
+        "mean": [
+            [
+                0.02662805560307895,
+                0.005693713430283323,
+                -0.0016727181351587745,
+                0.014426962075848423,
+                -0.007343462446535813,
+                0.00437411206158899
+            ]
+        ],
+        "std": [
+            [
+                0.9852094089714073,
+                0.9988688121679218,
+                1.0043106562162794,
+                0.9917902725212167,
+                0.9953541320225967,
+                0.995076350426718
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 942,
+    "cert_evals": {
+        "36": 0.06613929569721222,
+        "72": 0.01475049089640379,
+        "108": 0.006542556453496218,
+        "255": 5.947778481640853e-05
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/chess-krvk/fold_2/result.json b/UCI_N6/aol/runs/chess-krvk/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..10a588f47a3e4645b261b156da7adbde489fab70
--- /dev/null
+++ b/UCI_N6/aol/runs/chess-krvk/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.1852116024726581,
+    "test_acc": 0.18323829888334522,
+    "train_size": 7014,
+    "val_size": 4206,
+    "test_size": 16836,
+    "stats": {
+        "mean": [
+            [
+                0.009281328200740034,
+                -0.0021550139720564235,
+                -0.004650539349872485,
+                0.006120143427431122,
+                -0.0004934166951813222,
+                0.0024717757342437065
+            ]
+        ],
+        "std": [
+            [
+                0.9905305563279689,
+                1.0007194352174467,
+                1.0073929861352688,
+                0.996792137495875,
+                0.995664797353786,
+                0.9984373474066448
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 942,
+    "cert_evals": {
+        "36": 0.10584461688995361,
+        "72": 0.04033024609088898,
+        "108": 0.014314563944935799,
+        "255": 0.00035637919791042805
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/chess-krvk/fold_3/result.json b/UCI_N6/aol/runs/chess-krvk/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5abfc2e1f491a37d9bf3af36afbf97bd1f603135
--- /dev/null
+++ b/UCI_N6/aol/runs/chess-krvk/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.1758782201405152,
+    "test_acc": 0.16605056045790603,
+    "train_size": 7014,
+    "val_size": 4270,
+    "test_size": 16772,
+    "stats": {
+        "mean": [
+            [
+                0.0038034088964931244,
+                -0.012312182207011678,
+                0.00825354519532299,
+                -0.012616928286283908,
+                0.00814625808383194,
+                0.012173608639860799
+            ]
+        ],
+        "std": [
+            [
+                0.9903915605524702,
+                0.991199162231707,
+                1.011474563134033,
+                0.9971077092137348,
+                0.999255185770078,
+                1.0033642166267953
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 942,
+    "cert_evals": {
+        "36": 0.0791199579834938,
+        "72": 0.02885761857032776,
+        "108": 0.010493679903447628,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/chess-krvkp/fold_0/result.json b/UCI_N6/aol/runs/chess-krvkp/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..04c19e6c272853bc94c2007df62bc38ea26860fc
--- /dev/null
+++ b/UCI_N6/aol/runs/chess-krvkp/fold_0/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.9568965517241379,
+    "test_acc": 0.9555095706156234,
+    "train_size": 799,
+    "val_size": 464,
+    "test_size": 1933,
+    "stats": {
+        "mean": [
+            [
+                -0.012910581977471696,
+                0.0232343479349185,
+                0.01974840050062684,
+                -0.006236645807259704,
+                0.016582745932415422,
+                0.011297774718398169,
+                0.042862941176470284,
+                0.03031926157697225,
+                0.0180404605757215,
+                -0.010202853566957767,
+                -0.00189366082603287,
+                -0.016319619524404437,
+                0.0033822653316640658,
+                -0.03204078085106409,
+                0.0705100575719649,
+                0.02903828535669439,
+                -0.03100208760951203,
+                -0.008096886107634134,
+                -0.03482669524405622,
+                0.019232514392990924,
+                0.012952405506882283,
+                0.028141539424280874,
+                0.012118360450564641,
+                -0.021248015018773447,
+                -0.016025085481852858,
+                5.306633288432277e-07,
+                -0.020626277847311296,
+                -0.017688700000000283,
+                0.0857653942428025,
+                -0.03719805506883507,
+                0.005740868585732433,
+                0.07288125406758252,
+                0.025791864831039592,
+                -0.00712086608260405,
+                -0.040342160200250346,
+                -0.05876795494368149
+            ]
+        ],
+        "std": [
+            [
+                0.9837163023685394,
+                1.0378682164982054,
+                1.0465982807867846,
+                0.9915165284267596,
+                1.005530465952035,
+                1.0006602278791406,
+                1.010781822340367,
+                1.0199155022259125,
+                1.0041109770934162,
+                0.9954304425556489,
+                0.999580748645936,
+                0.9784729377035531,
+                1.001226355888721,
+                0.7309839212424674,
+                1.0450840322089407,
+                1.0585050069556725,
+                0.9104979964986178,
+                1.0030733244153598,
+                0.7855814376765642,
+                1.0182546843992308,
+                1.0103378991543899,
+                1.020315666869466,
+                1.0226041285721963,
+                0.9944445166738229,
+                0.8530722671343124,
+                0.9998428506463546,
+                0.958403864877632,
+                1.0,
+                1.297598626233983,
+                0.9108937768595846,
+                1.0046803731698561,
+                1.1311938967311475,
+                1.0059129579966133,
+                1.0017029704517841,
+                1.020154120299574,
+                0.9629351207831572
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 23834,
+    "cert_evals": {
+        "36": 0.9270564317703247,
+        "72": 0.8784273266792297,
+        "108": 0.7961717844009399,
+        "255": 0.26176929473876953
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/chess-krvkp/fold_1/result.json b/UCI_N6/aol/runs/chess-krvkp/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ab8262d109ab6bee2dd1145817a969274977f8e
--- /dev/null
+++ b/UCI_N6/aol/runs/chess-krvkp/fold_1/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 71,
+    "best_val_acc": 0.975609756097561,
+    "test_acc": 0.9583761562178829,
+    "train_size": 799,
+    "val_size": 451,
+    "test_size": 1946,
+    "stats": {
+        "mean": [
+            [
+                -0.0009927534418022186,
+                0.018342768460575525,
+                -0.06582760575719632,
+                -0.0020792615769724375,
+                0.051078400500625745,
+                0.011297774718398223,
+                -0.03506647058823558,
+                -0.021223376720899582,
+                -0.03866361702127398,
+                -0.02380752190237722,
+                -0.014526558197747444,
+                0.016318818523153884,
+                0.006087788485606497,
+                0.07781297659574443,
+                -0.04009326658322881,
+                0.017423181476844563,
+                -0.016413096370462833,
+                -0.032386387984980926,
+                0.020896709511889343,
+                0.0017488035043802706,
+                0.0032379173967446036,
+                -0.04377830913642133,
+                0.00134634543179087,
+                -0.008370843554443178,
+                -0.01602508548185286,
+                -0.05699136670838574,
+                0.012376380475592372,
+                -0.017688700000000283,
+                0.023390775969961416,
+                0.03719677847309204,
+                0.005740868585732397,
+                -0.004124948685859613,
+                0.002579862327909166,
+                -0.025243699624531293,
+                -0.02052447684605754,
+                0.019589255319148336
+            ]
+        ],
+        "std": [
+            [
+                0.9986195311743077,
+                1.0300230852190024,
+                0.8216604611116667,
+                0.9970790771407829,
+                1.0163955081800622,
+                1.0006602278791408,
+                0.9894273630441428,
+                0.9849960711322177,
+                0.9895223747807858,
+                0.9893503391280706,
+                0.9977270081722001,
+                1.0205058915949463,
+                1.0023223894472089,
+                1.4564544306041578,
+                0.9790108101412359,
+                1.0355371587989588,
+                0.9537117155994841,
+                1.0123108404588719,
+                1.108181480971759,
+                1.001546561141509,
+                1.0024924985959782,
+                0.9655037096440781,
+                1.0024053099202712,
+                0.9977739015125082,
+                0.8530722671343125,
+                1.021876104669329,
+                1.0237032374075374,
+                1.0,
+                1.0898218142005072,
+                1.080220497632301,
+                1.0046803731698557,
+                0.9917285097795778,
+                1.000482486194206,
+                1.0061895454376688,
+                1.0104282205557285,
+                1.0110875620192163
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 23834,
+    "cert_evals": {
+        "36": 0.9347379803657532,
+        "72": 0.8956834673881531,
+        "108": 0.8299075365066528,
+        "255": 0.3669064939022064
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/chess-krvkp/fold_2/result.json b/UCI_N6/aol/runs/chess-krvkp/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d579cc90b4d3f557cf0b7d8de40396accf1bb5ed
--- /dev/null
+++ b/UCI_N6/aol/runs/chess-krvkp/fold_2/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.9621052631578947,
+    "test_acc": 0.9500520291363164,
+    "train_size": 799,
+    "val_size": 475,
+    "test_size": 1922,
+    "stats": {
+        "mean": [
+            [
+                0.04270595118898613,
+                -0.035464605757197565,
+                -0.026330987484355414,
+                0.010392891113891287,
+                0.024543281602002653,
+                -0.001253777221526715,
+                -0.011687647058824222,
+                -0.02728721652065032,
+                0.0025757121401775553,
+                -0.07006339424280264,
+                -0.0018936608260329234,
+                -0.004080205256570354,
+                0.04125958948685799,
+                -0.03204078085106409,
+                -0.02626784230287835,
+                -0.023229682102629934,
+                0.041942868585731145,
+                0.01619261576971138,
+                0.006965858322903206,
+                -0.001747938673341953,
+                -0.05828717396746041,
+                0.04064933917396773,
+                0.06597843554443104,
+                -0.018672580725907748,
+                0.005341821777221022,
+                -0.005427269086358065,
+                0.03437815269086148,
+                -0.017688700000000283,
+                -0.007796533166459127,
+                -6.382978713675692e-07,
+                -0.04346299874843527,
+                0.01787682352940982,
+                -0.03610680851063828,
+                0.04465865832290276,
+                0.019110889862328,
+                0.03990408760951166
+            ]
+        ],
+        "std": [
+            [
+                1.0503026614950781,
+                0.9377299469744113,
+                0.9332222466570044,
+                1.0134812577120929,
+                1.0081529457229899,
+                0.9997466732969692,
+                0.9965218768327301,
+                0.9806280790356154,
+                1.0004721494235536,
+                0.9669617912464558,
+                0.9995807486459362,
+                0.9945690429937961,
+                1.0158077550757176,
+                0.7309839212424674,
+                0.9989487460582208,
+                0.9496723729602274,
+                1.1079472020538745,
+                0.9931560757473815,
+                1.0372639011971079,
+                0.998134626824417,
+                0.9489971567418679,
+                1.0290373693626786,
+                1.116580541935386,
+                0.9951246155880097,
+                1.0441402229839951,
+                1.0021017867674258,
+                1.064445876205708,
+                1.0,
+                0.9678679341238935,
+                0.999842760601726,
+                0.9613338278133499,
+                1.0340832941176457,
+                0.9901571062749744,
+                0.9869400115230125,
+                0.9895000075374855,
+                1.0222216905424544
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 23834,
+    "cert_evals": {
+        "36": 0.9203954935073853,
+        "72": 0.8870968222618103,
+        "108": 0.818938672542572,
+        "255": 0.332466185092926
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/chess-krvkp/fold_3/result.json b/UCI_N6/aol/runs/chess-krvkp/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3acbe31af1762081fd2adfbdc38f5da61351ee7a
--- /dev/null
+++ b/UCI_N6/aol/runs/chess-krvkp/fold_3/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 55,
+    "best_val_acc": 0.9454148471615721,
+    "test_acc": 0.9489427539969056,
+    "train_size": 799,
+    "val_size": 458,
+    "test_size": 1939,
+    "stats": {
+        "mean": [
+            [
+                0.0029798560700874874,
+                -0.015898287859826204,
+                0.013165630788484818,
+                -0.002079261576972459,
+                0.06434595994993732,
+                -0.0087847083854817,
+                -0.035066470588235754,
+                -0.021223376720899842,
+                0.012885544430540316,
+                -0.0755052615769703,
+                -0.07516446558197788,
+                0.004079404255319092,
+                0.041259589486858005,
+                0.04119505744680826,
+                -0.0069122853566958315,
+                -0.029037234042554844,
+                -0.01641309637046286,
+                -0.037784055068836316,
+                -0.03482669524405622,
+                -0.04370884480600792,
+                -0.035620035043805974,
+                0.04690323904881119,
+                -0.009425669586981995,
+                -0.00064454067584565,
+                -0.05875890000000068,
+                -0.04884966708385503,
+                0.0453790387984959,
+                -0.017688700000000283,
+                0.002599236545681054,
+                0.030997209011264834,
+                -0.05002351439299086,
+                0.006875937421775107,
+                -0.010315694618272687,
+                -0.04077755694618336,
+                0.004955401752189988,
+                0.10084858448060059
+            ]
+        ],
+        "std": [
+            [
+                1.003506639923147,
+                0.9726497119550556,
+                1.031291250931018,
+                0.9970790771407828,
+                1.0202330509186042,
+                0.9991224561764447,
+                0.9894273630441432,
+                0.9849960711322175,
+                1.0029259974983142,
+                0.9641477850388797,
+                0.9865314194046129,
+                1.0050737920779802,
+                1.0158077550757172,
+                1.2629201270580204,
+                0.9808444007141872,
+                0.9366196797544946,
+                0.9537117155994845,
+                1.0142732074093561,
+                0.7855814376765643,
+                0.9552444287880467,
+                0.9695039665985851,
+                1.033313842690941,
+                0.9816728244810887,
+                0.9996865943557063,
+                1.0,
+                1.0189528540341442,
+                1.0840757895240576,
+                1.0,
+                1.0102634466126872,
+                1.067334702526026,
+                0.9552142319361535,
+                1.0131869855246693,
+                0.9972193469515207,
+                1.0097604697449478,
+                0.9972056619226006,
+                1.052569358911855
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 23834,
+    "cert_evals": {
+        "36": 0.9241877794265747,
+        "72": 0.8973698019981384,
+        "108": 0.8494069576263428,
+        "255": 0.3171738088130951
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/congressional-voting/fold_0/result.json b/UCI_N6/aol/runs/congressional-voting/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f11a1c05d04ab2f306a9e9e3d3888000e437c0b3
--- /dev/null
+++ b/UCI_N6/aol/runs/congressional-voting/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.6140350877192983,
+    "test_acc": 0.6022304832713755,
+    "train_size": 109,
+    "val_size": 57,
+    "test_size": 269,
+    "stats": {
+        "mean": [
+            [
+                -0.05633650458715604,
+                -0.11779591743119261,
+                -0.04414557798165136,
+                -0.044145577981651356,
+                -0.1385431192660551,
+                -0.04414557798165139,
+                -0.026378550458715573,
+                0.11256628440366967,
+                -0.10507706422018329,
+                -0.054913027522935885,
+                -0.05395532110091718,
+                0.008270385321100901,
+                0.10771073394495408,
+                0.03500372477064211,
+                -0.000600422018348633,
+                -0.02276844036697253
+            ]
+        ],
+        "std": [
+            [
+                0.8184815616369955,
+                0.8313668954689791,
+                0.8538679440524577,
+                0.8538679440524576,
+                0.5219210944971431,
+                0.8538679440524588,
+                0.9259164552817457,
+                1.2484961570437194,
+                0.7457451590890042,
+                0.7568400989501728,
+                0.8761485096645807,
+                1.012504902324288,
+                1.1811957798165138,
+                1.0783310548027614,
+                0.9977827937237086,
+                0.9845600817644352
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/congressional-voting/fold_1/result.json b/UCI_N6/aol/runs/congressional-voting/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e29021d76b6084b0555715b6332b544b194ebad
--- /dev/null
+++ b/UCI_N6/aol/runs/congressional-voting/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.609375,
+    "test_acc": 0.583969465648855,
+    "train_size": 109,
+    "val_size": 64,
+    "test_size": 262,
+    "stats": {
+        "mean": [
+            [
+                -0.00038625688073406236,
+                0.057688394495412916,
+                0.07259284403669729,
+                0.07259284403669727,
+                -0.08832123853211014,
+                0.01422363302752295,
+                -0.07830136697247703,
+                -0.08832123853211014,
+                0.10401949541284418,
+                -0.054913027522935885,
+                -0.09670699082568791,
+                0.043890183486238465,
+                -0.010408844036697309,
+                -0.05957216513761476,
+                0.22344607339449585,
+                0.020201284403669834
+            ]
+        ],
+        "std": [
+            [
+                0.9977358415203772,
+                1.0666277227790677,
+                1.1962128629178321,
+                1.196212862917833,
+                0.7346827772265264,
+                1.0408721364505138,
+                0.7595653225302291,
+                0.7346827772265264,
+                1.1887281938323424,
+                0.7568400989501728,
+                0.7623714803384029,
+                1.0685939449541277,
+                0.9788020482079224,
+                0.8432648555935023,
+                1.3191500469500397,
+                1.0109306979905373
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/congressional-voting/fold_2/result.json b/UCI_N6/aol/runs/congressional-voting/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8176bb3b3912daed566ba77f6cd3ff32db30f0e3
--- /dev/null
+++ b/UCI_N6/aol/runs/congressional-voting/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.7169811320754716,
+    "test_acc": 0.5934065934065934,
+    "train_size": 109,
+    "val_size": 53,
+    "test_size": 273,
+    "stats": {
+        "mean": [
+            [
+                -0.05633650458715604,
+                -0.0008063761467889231,
+                -0.044145577981651335,
+                -0.10251478899082538,
+                -0.08832123853211014,
+                0.014223633027522997,
+                -0.078301366972477,
+                -0.08832123853211014,
+                -0.14689637614678883,
+                -0.12773999999999977,
+                0.03154801834862407,
+                0.008270385321100882,
+                0.028964348623853046,
+                -0.012284220183486308,
+                -0.0006004220183486534,
+                0.04168614678899078
+            ]
+        ],
+        "std": [
+            [
+                0.8184815616369948,
+                0.9978460372285823,
+                0.853867944052458,
+                0.6065906343935914,
+                0.7346827772265261,
+                1.0408721364505131,
+                0.7595653225302292,
+                0.7346827772265265,
+                0.6117637925728782,
+                1.0,
+                1.062789656192666,
+                1.0125049023242882,
+                1.0520823572341493,
+                0.9691144875367229,
+                0.9977827937237085,
+                1.023184850832101
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/congressional-voting/fold_3/result.json b/UCI_N6/aol/runs/congressional-voting/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c44ae5b0c00eb57cc81df7b6bd96e073f64feed
--- /dev/null
+++ b/UCI_N6/aol/runs/congressional-voting/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.6338028169014085,
+    "test_acc": 0.6078431372549019,
+    "train_size": 109,
+    "val_size": 71,
+    "test_size": 255,
+    "stats": {
+        "mean": [
+            [
+                -0.0003862568807340379,
+                -0.05930114678899078,
+                0.014223633027522962,
+                -0.04414557798165134,
+                -0.03809935779816519,
+                -0.04414557798165141,
+                -0.026378550458715615,
+                0.012122522935779772,
+                -0.02143844036697227,
+                0.017913944954128333,
+                -0.0967069908256879,
+                0.07950998165137609,
+                0.028964348623853057,
+                -0.012284220183486292,
+                -0.0006004220183485913,
+                -0.02276844036697257
+            ]
+        ],
+        "std": [
+            [
+                0.9977358415203773,
+                0.9202474953183722,
+                1.0408721364505134,
+                0.8538679440524575,
+                0.8955844252869521,
+                0.8538679440524586,
+                0.9259164552817456,
+                1.0292422785092563,
+                0.9536270350654188,
+                1.0653667607530586,
+                0.7623714803384029,
+                1.1207507845689388,
+                1.0520823572341482,
+                0.9691144875367229,
+                0.9977827937237086,
+                0.9845600817644354
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_0/result.json b/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..854b5a5f0b134e7497205b4c30820d5686e37356
--- /dev/null
+++ b/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_0/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.7272727272727273,
+    "test_acc": 0.7317073170731707,
+    "train_size": 52,
+    "val_size": 33,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                0.07224829615384616,
+                0.06143836403846155,
+                0.17981892115384618,
+                0.18359467307692307,
+                0.17865188250000005,
+                0.18166694038461537,
+                0.13145928269230767,
+                0.3580806807692308,
+                0.2723380293846154,
+                0.32641636923076933,
+                0.3547530749999999,
+                0.27079468269230766,
+                0.2390470615384616,
+                0.08077609423076923,
+                0.06372549615384623,
+                0.027136992307692294,
+                -0.0707615403846154,
+                -0.013202551923076929,
+                0.07079190192307686,
+                0.14980152423076923,
+                0.19067387173076927,
+                0.18353470192307691,
+                0.09474908461538462,
+                0.11814903269230771,
+                0.12851396730769224,
+                0.09148541923076925,
+                0.007863109038461517,
+                -0.03280788846153844,
+                -0.038817317307692306,
+                -0.030111546153846168,
+                -0.06803155000000002,
+                -0.1759780653846154,
+                -0.09925099846153843,
+                -0.06391267884615386,
+                -0.10967796730769228,
+                -0.09900584423076922,
+                -0.07212157115384613,
+                -0.04979613730769235,
+                -0.014902880769230744,
+                -0.06563232307692309,
+                -0.19819578653846154,
+                -0.09516337250000001,
+                0.028546435961538493,
+                0.02690762884615383,
+                -0.051032306153846144,
+                -0.1709350942307693,
+                -0.15902759326923072,
+                0.05230017500000001,
+                -0.06006629230769232,
+                -0.14417805423076924,
+                0.04664167115384615,
+                0.035231851923076866,
+                0.10847407884615384,
+                0.0320697788461538,
+                0.014380650000000059,
+                0.1584930519230769,
+                0.24879878846153847,
+                -0.06910759711538458,
+                -0.04868835576923079,
+                -0.009460907692307728
+            ]
+        ],
+        "std": [
+            [
+                0.8826781365757673,
+                0.8736204750730865,
+                1.0631193826022287,
+                1.0559935051069889,
+                1.0948164691784295,
+                0.9911164668100656,
+                1.058133601574446,
+                1.1345779651029129,
+                1.2612720115229583,
+                1.3050289136088924,
+                1.2242580940441732,
+                1.1507745621698449,
+                0.9449561434126305,
+                0.9761316418147328,
+                1.0515687251009254,
+                1.0336058228027496,
+                1.0092336792759293,
+                0.9721128786372969,
+                0.9828570204269845,
+                1.0526094050032175,
+                1.007626826074757,
+                0.9451553241613345,
+                1.0688742655635421,
+                1.1766129754915444,
+                1.0893546356638915,
+                0.9472223527353211,
+                0.9975324667404246,
+                0.9442106678014526,
+                0.9147349976996598,
+                0.8924870761180707,
+                0.9115618167344114,
+                0.9476131762252616,
+                0.9936735012487963,
+                1.091198911266045,
+                1.0880994377807855,
+                1.058748260466537,
+                1.0322810862952991,
+                1.0794760575131008,
+                1.0563032817583005,
+                1.063491740689508,
+                0.9911947467095144,
+                0.9289066519838143,
+                1.060366924720947,
+                1.0624085035469397,
+                0.8715483240662897,
+                0.6896203094035522,
+                0.7267883935975691,
+                0.928021673885073,
+                0.8751357100836189,
+                0.7223660360736314,
+                0.7383172079055456,
+                0.8199366242592814,
+                1.0798630214435168,
+                1.1347800621794066,
+                0.9003324355296055,
+                1.2234839576090903,
+                1.1067568444114322,
+                0.7263873158583661,
+                0.9265847016853823,
+                0.8105858418957635
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65642,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_1/result.json b/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8bb4581d32013326c514d183467b6b7d0c11b2e7
--- /dev/null
+++ b/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_1/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.7586206896551724,
+    "test_acc": 0.7086614173228346,
+    "train_size": 52,
+    "val_size": 29,
+    "test_size": 127,
+    "stats": {
+        "mean": [
+            [
+                -0.1496621807692307,
+                -0.08903577807692303,
+                -0.14030929807692305,
+                -0.035338826923076924,
+                0.08386959669423068,
+                0.09199651153846154,
+                0.14088967307692307,
+                0.07056369423076922,
+                -0.0025582480769230555,
+                0.009174194230769301,
+                0.0818218730769231,
+                0.08237485384615381,
+                0.04123067288461538,
+                -0.00616768461538463,
+                -0.028849084615384605,
+                -0.04050276923076927,
+                -0.0212545653846154,
+                -0.05132907923076921,
+                -0.04626740192307692,
+                -0.07403159615384614,
+                -0.05252051923076921,
+                0.030670448076923096,
+                -0.021138782692307692,
+                0.005048434615384597,
+                0.09778213076923079,
+                0.2050811269230769,
+                0.18951900000000002,
+                0.09827862115384613,
+                0.07715956730769227,
+                0.1654723846153846,
+                0.07360706730769234,
+                -0.012788405769230859,
+                -0.07698564038461544,
+                -0.11772723500000001,
+                -0.012259624999999958,
+                0.0018293673076923635,
+                -0.07115984249999997,
+                -0.07953136711538462,
+                -0.04274317096153846,
+                -0.03792623653846152,
+                -0.08625715769230768,
+                -0.05082718653846153,
+                0.0639244403846154,
+                0.05993298846153846,
+                0.008120661730769264,
+                -0.03299837499999998,
+                -0.08261534326923076,
+                -0.13786070961538463,
+                -0.11194899807692303,
+                -0.1165946903846154,
+                -0.11254034384615383,
+                -0.09731205576923077,
+                -0.10915543461538466,
+                -0.020348332692307698,
+                -0.03527259615384616,
+                -0.05305450769230768,
+                -0.0766177076923077,
+                0.017685547115384614,
+                0.05708845576923076,
+                0.13349773076923077
+            ]
+        ],
+        "std": [
+            [
+                0.808987901180408,
+                0.6916743939877592,
+                0.6533719713044063,
+                0.7289409087743024,
+                0.9799815957215703,
+                1.1546934744155954,
+                1.0489671907417901,
+                1.0406351665781963,
+                1.06602300100525,
+                0.9855510401092009,
+                0.941611877990984,
+                0.874334438804182,
+                0.8948617088044496,
+                0.9284777014495024,
+                0.9652796384670821,
+                0.9176168045360895,
+                0.9187448624511494,
+                0.9637941840958039,
+                1.036895695822955,
+                1.080455047426266,
+                1.0569445623516454,
+                1.027280062203057,
+                0.9972067893847262,
+                0.9558109386682533,
+                0.9135564279343454,
+                0.9323450964074564,
+                0.9165881179625035,
+                0.9150530169961677,
+                0.8966782811687405,
+                0.9697039290944067,
+                1.0552459326194796,
+                1.0678782438443375,
+                1.0350794282536124,
+                0.981036806175182,
+                1.0268794592105523,
+                1.049486682131856,
+                1.0562822257610098,
+                1.0082564159163012,
+                1.008195204043701,
+                1.0704359719340684,
+                1.0356445372719016,
+                0.9497252302544834,
+                1.0265656593627723,
+                1.1425919880616457,
+                0.984594565229331,
+                0.9387504917802769,
+                0.9538513934843633,
+                0.9644663205759176,
+                0.9826957464876444,
+                0.906104614495397,
+                0.6863012460053298,
+                0.8135699574469399,
+                0.8718984903633391,
+                0.87106180576059,
+                0.9705550873133266,
+                0.7881063937322114,
+                1.0305107562527829,
+                0.9850679024115949,
+                1.0840227025091698,
+                0.955646054806482
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65642,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_2/result.json b/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..786c3e0d56712ceda5da547f72a7258def0ec785
--- /dev/null
+++ b/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_2/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.8787878787878788,
+    "test_acc": 0.7723577235772358,
+    "train_size": 52,
+    "val_size": 33,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                -0.11352727307692301,
+                0.005484550769230757,
+                0.14128544711538463,
+                0.01698709807692309,
+                -0.05546616484423073,
+                0.015633542307692313,
+                0.01695465576923076,
+                0.007012186538461534,
+                0.16428315769230764,
+                0.1885259807692308,
+                0.17271181923076925,
+                0.10288603057692303,
+                0.035842053846153805,
+                0.06598513846153845,
+                0.024155067307692363,
+                -0.031890009615384636,
+                -0.09900835576923078,
+                -0.06074108884615382,
+                -0.057217736538461544,
+                -0.05421212307692307,
+                0.009597998076923055,
+                0.08198633076923077,
+                0.0738865326923077,
+                0.11153800000000001,
+                0.12820763269230767,
+                0.1497061423076923,
+                0.17804224999999999,
+                0.12074562557692313,
+                0.011866653846153862,
+                0.02657458461538462,
+                0.08961283461538459,
+                0.012436888461538488,
+                -0.15344758865384617,
+                -0.25327539384615383,
+                -0.1676381884615385,
+                -0.08097806538461542,
+                0.010272027115384563,
+                0.0761040280769231,
+                0.07725368461538452,
+                0.01526856923076923,
+                0.09035966538461546,
+                -0.018093585576923078,
+                -0.08110181153846155,
+                -0.05179539615384614,
+                -0.062206399423076895,
+                -0.05773718076923074,
+                -0.015536751903846145,
+                -0.05303988461538456,
+                -0.0334830886538462,
+                -0.019491399423076903,
+                -0.014853353461538439,
+                -0.04920472788461536,
+                -0.013006382692307706,
+                -0.11464770384615387,
+                -0.22059024807692304,
+                -0.20056836153846153,
+                -0.17135017615384612,
+                -0.09496722596153845,
+                -0.12957644230769227,
+                0.05055160769230771
+            ]
+        ],
+        "std": [
+            [
+                0.7779847294085735,
+                0.8164589056484339,
+                0.8897943994160501,
+                0.8232379895108087,
+                0.8913136137549748,
+                1.2277539871431498,
+                1.148342655187086,
+                1.0125738638827777,
+                1.0308151593845143,
+                1.0814728380420244,
+                1.1275636354460448,
+                1.0953105542528634,
+                0.9617223163008869,
+                0.9271042130221435,
+                1.002366167344782,
+                1.0134009310910002,
+                0.9541301699800748,
+                0.9039526162729385,
+                0.8533527267834845,
+                0.8674137383144989,
+                0.8667342359963858,
+                0.8682751705934699,
+                0.8669633975953135,
+                0.8844079338595519,
+                0.8959832014657619,
+                0.9477171784962183,
+                0.9665146933040765,
+                0.9608709208756278,
+                0.9362600441482569,
+                0.826100491116595,
+                0.9039285396250091,
+                0.9697986338184826,
+                0.8888423793086146,
+                0.878236080206782,
+                0.9309060317786465,
+                0.9900496254008503,
+                1.00813869687356,
+                1.0903606967893815,
+                1.0386726650233546,
+                0.9723646970288363,
+                0.965534654631892,
+                0.9659616919831083,
+                0.9294069827841253,
+                0.9165737515917189,
+                0.890391924899276,
+                0.8408198724294259,
+                0.7367456383541913,
+                0.9168199780746074,
+                0.8757122466574018,
+                0.8068953654942984,
+                0.8229736283202036,
+                0.7999629806684128,
+                0.9417385941942646,
+                0.873184043119562,
+                0.7480790001744239,
+                0.9895160335641305,
+                1.0132212109764678,
+                0.7628419936253807,
+                0.961901997536315,
+                1.3290599320503582
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65642,
+    "cert_evals": {
+        "36": 0.3739837408065796,
+        "72": 0.008130080997943878,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_3/result.json b/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ec278797adca5eef4536ca7a2fdf608bbf2b8c8
--- /dev/null
+++ b/UCI_N6/aol/runs/conn-bench-sonar-mines-rocks/fold_3/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.7272727272727273,
+    "test_acc": 0.6585365853658537,
+    "train_size": 52,
+    "val_size": 33,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                -0.11402919442307692,
+                -0.1958088194230769,
+                -0.192454475,
+                -0.2174456115384615,
+                -0.1483449469961539,
+                -0.09730015192307692,
+                -0.11111996346153846,
+                -0.1199549596153846,
+                -0.08601968673076922,
+                -0.1359838,
+                -0.07711971153846155,
+                0.005683598076923046,
+                -0.07644932499999996,
+                -0.12452823865384616,
+                -0.18065320384615383,
+                -0.24127502307692308,
+                -0.2122367865384616,
+                -0.17662752923076924,
+                -0.13966792115384613,
+                -0.06574370384615388,
+                -0.007378620000000012,
+                -0.0002028721153846167,
+                0.06875905961538463,
+                0.10454161923076924,
+                0.1822036923076923,
+                0.14234525,
+                0.08357052884615387,
+                0.14328510769230768,
+                0.2375776069230769,
+                0.1643224807692307,
+                0.10515068653846156,
+                0.09213309999999994,
+                0.013323825000000011,
+                -0.06487759653846153,
+                -0.13430994076923078,
+                -0.21115623846153847,
+                -0.22730641923076922,
+                -0.23543729230769228,
+                -0.22808152115384622,
+                -0.14895506923076926,
+                -0.001168684615384663,
+                -0.04320264326923076,
+                -0.018799333269230768,
+                -0.013186748076922994,
+                -0.07072882692307694,
+                -0.03641541923076926,
+                -0.009211202865384651,
+                0.028638237499999993,
+                0.052042886346153845,
+                -0.09590774230769232,
+                -0.057291330384615397,
+                0.06657091249999998,
+                0.02539913076923079,
+                -0.15310468230769228,
+                -0.20838050961538462,
+                -0.049366707692307735,
+                -0.07994125884615386,
+                -0.19751397115384617,
+                -0.2403308269230769,
+                -0.24415720000000002
+            ]
+        ],
+        "std": [
+            [
+                0.8763416312333093,
+                0.602973469758421,
+                0.5448117196260321,
+                0.5663296924240132,
+                0.686341085757452,
+                0.8337013907572342,
+                0.6813276818285096,
+                0.7825144766842531,
+                0.7861121760890293,
+                0.7905273301791387,
+                0.7805552299762032,
+                0.9027317120726256,
+                0.8667207852850977,
+                0.8531311452416169,
+                0.8318630140159454,
+                0.8852179006046725,
+                0.8740431599665568,
+                0.8442406359472446,
+                0.8609171894886277,
+                0.886971626868803,
+                0.9185053211820478,
+                1.0100806480837976,
+                0.9919727273312126,
+                1.0562822860856174,
+                0.9850251469218465,
+                0.9910273621465151,
+                1.0655846350198521,
+                0.9906322053442151,
+                0.8736899428048334,
+                0.9821436750511889,
+                0.9453561139667965,
+                0.8625303165093016,
+                1.0040239879345572,
+                0.9847231539651756,
+                0.9280844832031707,
+                0.9503954469001101,
+                0.9765763369138967,
+                0.965164414073675,
+                0.9709362119147936,
+                1.0665530487737096,
+                1.0793454570821943,
+                1.0572717622116554,
+                1.0593503627745042,
+                1.0162684589041668,
+                1.0177130607371694,
+                1.0958546673800382,
+                1.1902586310529617,
+                1.1293249209196217,
+                1.0653539976947333,
+                0.9647675285784101,
+                1.1814566025747812,
+                1.13738601881979,
+                1.0351334435322548,
+                0.934859922308927,
+                0.7895031892247589,
+                0.9239212461978867,
+                0.8971132845231489,
+                0.7340435621135994,
+                0.876038640540552,
+                0.7272617950430326
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65642,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_0/result.json b/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc07f93e3796503cf47b5ed651ea9e4a9c9fe6f2
--- /dev/null
+++ b/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_0/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 67,
+    "best_val_acc": 0.4158415841584158,
+    "test_acc": 0.351288056206089,
+    "train_size": 462,
+    "val_size": 101,
+    "test_size": 427,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2541,
+    "cert_evals": {
+        "36": 0.1428571343421936,
+        "72": 0.10070256888866425,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_1/result.json b/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e3163073738146df99fd93535738c27045bf33f
--- /dev/null
+++ b/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_1/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.3148148148148148,
+    "test_acc": 0.3238095238095238,
+    "train_size": 462,
+    "val_size": 108,
+    "test_size": 420,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2541,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_2/result.json b/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f5bad996db478816da66d37a6ec0543e0e45adb9
--- /dev/null
+++ b/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_2/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.2871287128712871,
+    "test_acc": 0.24824355971896955,
+    "train_size": 462,
+    "val_size": 101,
+    "test_size": 427,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2541,
+    "cert_evals": {
+        "36": 0.09133489429950714,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_3/result.json b/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d75c19332dd5ddc598a4c7f7f7843277f7eb8aa
--- /dev/null
+++ b/UCI_N6/aol/runs/conn-bench-vowel-deterding/fold_3/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 86,
+    "best_val_acc": 0.308411214953271,
+    "test_acc": 0.24228028503562946,
+    "train_size": 462,
+    "val_size": 107,
+    "test_size": 421,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2541,
+    "cert_evals": {
+        "36": 0.07600950449705124,
+        "72": 0.07600950449705124,
+        "108": 0.059382423758506775,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/connect-4/fold_0/result.json b/UCI_N6/aol/runs/connect-4/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bc77c95352e0df68ad639d42b0bc25b91ab49dd
--- /dev/null
+++ b/UCI_N6/aol/runs/connect-4/fold_0/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.7927031509121062,
+    "test_acc": 0.7943934483014573,
+    "train_size": 16889,
+    "val_size": 10251,
+    "test_size": 40417,
+    "stats": {
+        "mean": [
+            [
+                0.030039043756277816,
+                0.019902300550625314,
+                0.02412979927762107,
+                0.01985044289179096,
+                0.04051709657175008,
+                0.019031591236910044,
+                -0.0045395188821050255,
+                0.00019764479838064707,
+                -0.0054407273373289445,
+                0.0013942071762814724,
+                0.0055600884599283544,
+                0.001485642518807598,
+                -0.045466167742357476,
+                -0.01035231553081155,
+                -0.011896642548398602,
+                -0.003500336017520728,
+                -0.005169183847484449,
+                -0.004208846444423896,
+                -0.015666746284570425,
+                -0.004623683640220639,
+                -0.003240515128237825,
+                0.007526564154155245,
+                0.005614181419874743,
+                -0.0009578565812173992,
+                -0.008785680620530124,
+                2.9899105920217333e-05,
+                0.008153071703466623,
+                0.012008136479367208,
+                0.006621551092434575,
+                -0.0019656975546212823,
+                -0.013779740837230907,
+                -0.007963726330753096,
+                0.0029912185446102466,
+                0.006957733791219768,
+                0.009923208727565623,
+                0.008400017940669328,
+                0.005648935283319054,
+                -0.0006844205696187397,
+                -0.00016250281250430496,
+                0.005438035407640847,
+                0.006130487891554314,
+                0.0019121513411066388
+            ]
+        ],
+        "std": [
+            [
+                1.006531226467314,
+                1.008924218376966,
+                1.0197183666704737,
+                1.023893878424687,
+                1.1159454713651147,
+                1.1190732652590052,
+                1.0024169825217877,
+                0.9994835093105424,
+                0.9930989860238304,
+                1.004612308430935,
+                1.0242747269577495,
+                0.9967703228906594,
+                1.0081015996457976,
+                1.0023951062831706,
+                0.9892908401102037,
+                0.9991151349692805,
+                0.9863950858355114,
+                0.960184531380724,
+                0.9986346631032498,
+                1.0001270989782147,
+                0.9928951530660571,
+                1.0169032842233705,
+                1.013285375385304,
+                0.970290472444351,
+                0.9945759706604689,
+                0.9972408901165424,
+                1.0114521905940863,
+                1.0290063758644428,
+                1.023278904623385,
+                0.9324949802555003,
+                0.9965943679305745,
+                0.9932874797871102,
+                1.0036564691959504,
+                1.0228377133115587,
+                1.0386526847608728,
+                1.1257342158605066,
+                1.0035861966708441,
+                1.000236858494279,
+                0.9968329006749054,
+                1.0125833294784417,
+                1.0214319654141149,
+                1.006766118353405
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 32342,
+    "cert_evals": {
+        "36": 0.6455947160720825,
+        "72": 0.47507238388061523,
+        "108": 0.30999332666397095,
+        "255": 0.00900611188262701
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/connect-4/fold_1/result.json b/UCI_N6/aol/runs/connect-4/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca9f8434ba288265e720dcb27cdc6926dbd6bb31
--- /dev/null
+++ b/UCI_N6/aol/runs/connect-4/fold_1/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.7739267428121308,
+    "test_acc": 0.7761650868878357,
+    "train_size": 16889,
+    "val_size": 10156,
+    "test_size": 40512,
+    "stats": {
+        "mean": [
+            [
+                0.027203261152216014,
+                0.024381636864207697,
+                0.020735522529443332,
+                0.023047149623986126,
+                0.020027097519112465,
+                0.026940308105877917,
+                -0.00722533788855856,
+                -0.00531791621766461,
+                -0.009308466457466616,
+                0.00578968973889537,
+                -0.0010269574279278557,
+                0.004949220640663072,
+                -0.037384035289282136,
+                -0.016723926816264917,
+                -0.008892225590617149,
+                -0.008508028006396103,
+                -0.004554644798399636,
+                0.0002488341287307118,
+                -0.014038076854764218,
+                0.0028520603943621176,
+                0.0008038332642066601,
+                0.002791597607881187,
+                -0.00160992456626965,
+                -0.0009578257800985885,
+                5.388069156555676e-05,
+                0.010160649535196326,
+                0.012398836639225969,
+                5.7993960568914834e-05,
+                -0.003970593522402191,
+                0.0032774340103030072,
+                -0.010958108650600418,
+                0.003209088104681389,
+                0.008421007164421582,
+                0.007349537331987826,
+                0.008767308745328259,
+                -0.0032300263189079456,
+                -0.0018860788679084654,
+                -0.009485176801493057,
+                -0.0028463511753280563,
+                0.0013060429865429904,
+                -0.0015533507016145245,
+                0.012107637870801016
+            ]
+        ],
+        "std": [
+            [
+                1.0053784970608792,
+                1.0086117051709853,
+                1.0174407281192794,
+                1.0328236445577126,
+                1.0555647249928823,
+                1.1828794778966805,
+                1.0020910755122447,
+                1.0000565113338769,
+                0.9890321160451245,
+                1.0150152665488792,
+                0.9899360205182285,
+                1.0509979377431884,
+                1.0058247313452429,
+                0.9943794278675755,
+                0.9914355031605685,
+                0.98735263698585,
+                0.9895129572809503,
+                0.9832660190727348,
+                1.0002454573596118,
+                1.005345164132691,
+                1.0022702027544366,
+                1.0038695389702308,
+                0.9884994910041733,
+                1.0323210247180712,
+                0.9997460580413666,
+                1.0089872644160143,
+                1.0235001251776934,
+                0.9984386209085483,
+                0.9823324227005963,
+                1.0494438702787408,
+                0.9933592013054958,
+                1.0038908920524567,
+                1.013697656799958,
+                1.0183153010542547,
+                1.0567215054144603,
+                0.8880868673858706,
+                1.0011297314158905,
+                0.9952887406369397,
+                0.9967427026967423,
+                1.006175884588394,
+                0.991937713430211,
+                1.1100304287997806
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 32342,
+    "cert_evals": {
+        "36": 0.6084616780281067,
+        "72": 0.42293640971183777,
+        "108": 0.25967615842819214,
+        "255": 0.005282385740429163
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/connect-4/fold_2/result.json b/UCI_N6/aol/runs/connect-4/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2955f4835f555fbc3ae3a3d16d25108ed04c0929
--- /dev/null
+++ b/UCI_N6/aol/runs/connect-4/fold_2/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.7763440860215054,
+    "test_acc": 0.7824323655967159,
+    "train_size": 16889,
+    "val_size": 10230,
+    "test_size": 40438,
+    "stats": {
+        "mean": [
+            [
+                0.025572694783573928,
+                0.01329715524895377,
+                0.021220418319602922,
+                0.01865168985727237,
+                0.01982012718339098,
+                0.00963998614483818,
+                0.002528423115643657,
+                0.014210160400253889,
+                0.019369405767058635,
+                0.014451386997468231,
+                0.013793931316224738,
+                0.012371159470670088,
+                -0.039714018710444283,
+                0.002464175676483553,
+                -0.003429649002305634,
+                -0.009634763751553201,
+                0.0009762194327558758,
+                0.0017347277695622,
+                -0.010497498845409039,
+                -0.009077317366310872,
+                -0.009626320682147567,
+                -0.007594781810667109,
+                -0.00470596897387065,
+                -0.0015970677600842312,
+                -0.009472249452314906,
+                -0.00820725051809292,
+                -0.0026667849487946728,
+                -0.015432931020187987,
+                0.0013254907454667974,
+                0.008520569927173222,
+                -0.01259168517970182,
+                -0.013636079637638902,
+                -0.01148821777488854,
+                0.0004930685061226005,
+                0.0037583447036442816,
+                0.004523333086622283,
+                -0.0011041412753886373,
+                0.0011898180472266853,
+                0.004086905974287228,
+                0.0047194280300578055,
+                0.006496377523849094,
+                0.0006377091894106407
+            ]
+        ],
+        "std": [
+            [
+                1.002340911028259,
+                1.000241509886604,
+                1.0182352047279812,
+                1.026450786988581,
+                1.0586830294039484,
+                1.0573441287107759,
+                0.9999723336345973,
+                1.0051963116139528,
+                1.0189730060934503,
+                1.0249429350044355,
+                1.0283337398578962,
+                1.0717856671455852,
+                1.007021137501264,
+                1.0086278986575667,
+                0.9953893180688569,
+                0.98676435866359,
+                1.0045070750637721,
+                0.9894410915928983,
+                1.0018969853345276,
+                0.9951351558433682,
+                0.9829488046935272,
+                0.9826669281585328,
+                0.9809482582136214,
+                1.0155101449208117,
+                0.9962026519420597,
+                0.990863381380769,
+                1.0019931559758173,
+                0.9596014491771616,
+                1.0169055158769793,
+                1.076548189219986,
+                0.9955495648295175,
+                0.9907146280157456,
+                0.9785756681213451,
+                1.006526766910725,
+                1.0173366899136054,
+                1.0876518916773228,
+                1.0029420841971977,
+                0.9990722630784118,
+                1.0096089946640998,
+                1.0127375864747392,
+                1.01584212211435,
+                0.9362241233272562
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 32342,
+    "cert_evals": {
+        "36": 0.631015419960022,
+        "72": 0.4562045633792877,
+        "108": 0.29410454630851746,
+        "255": 0.002250358695164323
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/connect-4/fold_3/result.json b/UCI_N6/aol/runs/connect-4/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5548bebf5df68a70155a4265005aa2b78802158b
--- /dev/null
+++ b/UCI_N6/aol/runs/connect-4/fold_3/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 57,
+    "best_val_acc": 0.7886495112706962,
+    "test_acc": 0.787215196102554,
+    "train_size": 16889,
+    "val_size": 10026,
+    "test_size": 40642,
+    "stats": {
+        "mean": [
+            [
+                0.0255017919592495,
+                0.022711381550094376,
+                0.022287194327654584,
+                0.02371314346613092,
+                0.02809891444136949,
+                0.011617169660734934,
+                -0.003762045615482179,
+                -0.0006222379063383423,
+                -0.0011956524365063191,
+                0.008375274142948436,
+                -0.0028795755225458197,
+                0.004949219420934186,
+                -0.03286969234417018,
+                -0.016504218603819,
+                -0.0016998223695865533,
+                -0.0031247556989696936,
+                -0.011519434898461321,
+                0.0002488323820318791,
+                -0.012126160814738062,
+                -0.0071686163775022144,
+                0.0038903055242530825,
+                0.0026388575403812784,
+                0.004066158683185444,
+                -0.0015970711824220074,
+                -0.004837915684773933,
+                -0.005745571910715695,
+                -0.003762464740373103,
+                -0.006138376635676964,
+                0.001325493137553573,
+                0.008520567025875392,
+                -0.0066514068920593425,
+                -0.003064876132393696,
+                0.005525119900522458,
+                0.009504424891937585,
+                0.011849736177385477,
+                0.008400017940669543,
+                -0.0067909446385286945,
+                -0.00818136082659884,
+                0.004646044170746594,
+                0.012444457339079356,
+                -0.0015533672804591957,
+                0.00446103881223969
+            ]
+        ],
+        "std": [
+            [
+                1.0045809901782567,
+                1.011044061995358,
+                1.0172043141389446,
+                1.0411444793879623,
+                1.0848038904253097,
+                1.0532589212327128,
+                1.001732294856909,
+                0.9979736375563433,
+                0.9960552361012427,
+                1.01505820099451,
+                0.9927946698994767,
+                1.0430998783719132,
+                1.0035374294499668,
+                0.9954329781752278,
+                0.9998036225568965,
+                0.9986000648188756,
+                0.968307334521185,
+                1.0041135888200137,
+                1.0020709200665507,
+                0.9957946771192316,
+                1.0066983742054452,
+                0.9982009085917064,
+                1.0079501138389146,
+                1.0086913740499897,
+                0.9975519054988539,
+                0.9949781645083238,
+                0.9908446185534602,
+                0.980252534332932,
+                1.0196582337505167,
+                1.129171084329408,
+                0.9975018305111572,
+                0.9962923547954192,
+                1.0083259241822573,
+                1.0245524736842544,
+                1.0587730123334396,
+                1.1257342158603454,
+                1.000888709096108,
+                0.9958781134180874,
+                1.0074167017832345,
+                1.03159906035601,
+                0.975850670238492,
+                1.1586868157131331
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 32342,
+    "cert_evals": {
+        "36": 0.629176676273346,
+        "72": 0.4495595693588257,
+        "108": 0.2869199216365814,
+        "255": 0.008587175980210304
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/contrac/fold_0/result.json b/UCI_N6/aol/runs/contrac/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6df32adc7b14cf3f806f32aad7b8a4c8bddfc409
--- /dev/null
+++ b/UCI_N6/aol/runs/contrac/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.5213270142180095,
+    "test_acc": 0.49217002237136465,
+    "train_size": 368,
+    "val_size": 211,
+    "test_size": 894,
+    "stats": {
+        "mean": [
+            [
+                0.04983602472826088,
+                -0.03683848315217381,
+                -0.030433624999999895,
+                0.04126441032608701,
+                0.0759277635869569,
+                0.038788576086956336,
+                -0.05566297010869535,
+                0.0662070706521741,
+                0.049484739130435086
+            ]
+        ],
+        "std": [
+            [
+                1.0349771394866476,
+                1.0203618187773704,
+                1.0773888859130338,
+                0.9920452760418988,
+                0.9188135203134653,
+                0.9763026632803047,
+                0.9941427090552807,
+                0.9825316131926941,
+                1.0760483787682442
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1605,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/contrac/fold_1/result.json b/UCI_N6/aol/runs/contrac/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..13b6d3ed5c45b888511a7cf6fc8861266e190695
--- /dev/null
+++ b/UCI_N6/aol/runs/contrac/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.5047619047619047,
+    "test_acc": 0.4245810055865922,
+    "train_size": 368,
+    "val_size": 210,
+    "test_size": 895,
+    "stats": {
+        "mean": [
+            [
+                -0.029433755434782626,
+                -0.071642726902174,
+                -0.09035044293478262,
+                0.020525774456521734,
+                0.007337516304348054,
+                0.03878857608695629,
+                0.035455372282608796,
+                -0.03957563858695622,
+                0.049484739130434774
+            ]
+        ],
+        "std": [
+            [
+                1.034137512591575,
+                1.0184105128981196,
+                1.0653920839838686,
+                1.048083233025277,
+                0.9923881347533616,
+                0.9763026632803046,
+                0.9969044818106321,
+                1.048729739192908,
+                1.0760483787682442
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1605,
+    "cert_evals": {
+        "36": 0.014525139704346657,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/contrac/fold_2/result.json b/UCI_N6/aol/runs/contrac/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b103ec283d514198d62b7955bc8024fd2953af34
--- /dev/null
+++ b/UCI_N6/aol/runs/contrac/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.45564516129032256,
+    "test_acc": 0.43173862310385064,
+    "train_size": 368,
+    "val_size": 248,
+    "test_size": 857,
+    "stats": {
+        "mean": [
+            [
+                -0.0224978108695652,
+                0.0756058451086956,
+                0.07941412771739106,
+                0.040112260869565215,
+                -0.03076817663043453,
+                -0.09286419021739152,
+                -0.046236899456521284,
+                0.002180663043478335,
+                -0.06466629619565217
+            ]
+        ],
+        "std": [
+            [
+                1.0160308953617057,
+                0.95882526146548,
+                0.9253350657327032,
+                1.0559034595300474,
+                1.0290230539377072,
+                1.0476659682160625,
+                0.9462830856884548,
+                0.9600526966125309,
+                0.8858527840526336
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1605,
+    "cert_evals": {
+        "36": 0.3220536708831787,
+        "72": 0.1470245122909546,
+        "108": 0.0011668611550703645,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/contrac/fold_3/result.json b/UCI_N6/aol/runs/contrac/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..869f59ad9aac72619a11a1e7187fc8a3f7fd0bcb
--- /dev/null
+++ b/UCI_N6/aol/runs/contrac/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.45021645021645024,
+    "test_acc": 0.45423340961098396,
+    "train_size": 368,
+    "val_size": 231,
+    "test_size": 874,
+    "stats": {
+        "mean": [
+            [
+                -0.05156334456521742,
+                -0.044870314673913024,
+                -0.03376221739130403,
+                0.026286519021739164,
+                0.06068548641304363,
+                -0.023903217391304493,
+                0.03859739402173936,
+                -0.05627817934782584,
+                -0.01277946195652176
+            ]
+        ],
+        "std": [
+            [
+                1.0188547788894706,
+                0.9948418681411789,
+                0.9984372596511997,
+                1.0660676802579363,
+                0.9360979718845777,
+                1.0130497245255512,
+                0.9834396874521251,
+                1.0057604797479107,
+                0.9785587320331135
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1605,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/credit-approval/fold_0/result.json b/UCI_N6/aol/runs/credit-approval/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff1f7da6b766d95a52c7f4d6a13ff2aeafb32e7a
--- /dev/null
+++ b/UCI_N6/aol/runs/credit-approval/fold_0/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.83,
+    "test_acc": 0.8492822966507177,
+    "train_size": 172,
+    "val_size": 100,
+    "test_size": 418,
+    "stats": {
+        "mean": [
+            [
+                0.04231717441860458,
+                -0.04319939244186043,
+                0.01132773546511633,
+                0.10497429069767436,
+                0.1039714651162791,
+                -0.016887567441860464,
+                0.12197747790697662,
+                0.056721959767441876,
+                0.023127069767441777,
+                0.01803883720930219,
+                0.02175907906976748,
+                -0.014331000000000156,
+                0.026975616279069855,
+                -0.07794171941860471,
+                0.08645942000000016
+            ]
+        ],
+        "std": [
+            [
+                0.9668001544731439,
+                0.9828833679832603,
+                1.0033612624654744,
+                1.0683622008830216,
+                1.0656041538091992,
+                1.0007415139821727,
+                1.1272056598607636,
+                1.0528268054248064,
+                1.0000784525981627,
+                0.9964680315230805,
+                0.9149454309542941,
+                1.0003809007273163,
+                1.0289037612452905,
+                0.9424723282553955,
+                1.5519077166103805
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 4262,
+    "cert_evals": {
+        "36": 0.6722487807273865,
+        "72": 0.13397128880023956,
+        "108": 0.0047846888191998005,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/credit-approval/fold_1/result.json b/UCI_N6/aol/runs/credit-approval/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..18d18f58eac38acdba89cba0a001e31f58afcaa6
--- /dev/null
+++ b/UCI_N6/aol/runs/credit-approval/fold_1/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.8387096774193549,
+    "test_acc": 0.7647058823529411,
+    "train_size": 172,
+    "val_size": 93,
+    "test_size": 425,
+    "stats": {
+        "mean": [
+            [
+                -0.05893763953488379,
+                -0.09494667732558137,
+                0.10661604441860463,
+                0.0016465697674418215,
+                -0.0016443023255812898,
+                -0.03715416976744184,
+                0.019046397674418694,
+                0.12816041290697705,
+                0.04639099999999992,
+                0.006295348837209058,
+                -0.02008573604651146,
+                -0.13093850000000004,
+                0.006132180232558206,
+                -0.012206166162790686,
+                0.10673194959302351
+            ]
+        ],
+        "std": [
+            [
+                1.0212712368033299,
+                1.002227255518295,
+                1.0267015215317181,
+                1.0197891663144403,
+                1.0132886907601226,
+                0.9740103182437764,
+                0.9462774495372472,
+                1.135180114956504,
+                1.0003490000000002,
+                0.9983346607548056,
+                0.9387238466077318,
+                1.0017391917815985,
+                0.9989094608428061,
+                0.9604377028423987,
+                1.6924318356475039
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 4262,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/credit-approval/fold_2/result.json b/UCI_N6/aol/runs/credit-approval/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..223cc9d3ff010847f4df3c75284745b8f3c3531a
--- /dev/null
+++ b/UCI_N6/aol/runs/credit-approval/fold_2/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.8317757009345794,
+    "test_acc": 0.8369829683698297,
+    "train_size": 172,
+    "val_size": 107,
+    "test_size": 411,
+    "stats": {
+        "mean": [
+            [
+                -0.09690819767441845,
+                -0.07829492377906978,
+                0.14346898139534883,
+                0.008104488372092981,
+                0.011557720930232681,
+                0.0203769784883721,
+                -0.058847231395348816,
+                -0.004431645348837212,
+                0.01149510465116271,
+                -0.02893511627906998,
+                -0.018890154651162814,
+                -0.07263475000000007,
+                -0.0563980755813953,
+                -0.0557846427906977,
+                -0.04536849656976747
+            ]
+        ],
+        "std": [
+            [
+                1.0400780435620642,
+                0.9163334239629656,
+                1.1299454947101701,
+                0.9838838771477533,
+                0.9907637201902963,
+                1.0059394076223003,
+                0.9122317175379675,
+                0.9398719190475693,
+                0.9997401653873875,
+                1.0030891544052551,
+                0.8392167415058691,
+                1.0027567026500943,
+                0.9205981575020528,
+                0.8548997051032522,
+                0.5350874335618861
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 4262,
+    "cert_evals": {
+        "36": 0.6934306621551514,
+        "72": 0.2019464671611786,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/credit-approval/fold_3/result.json b/UCI_N6/aol/runs/credit-approval/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f112ed77a448b8d514a9d4eddc6c22c319c280fc
--- /dev/null
+++ b/UCI_N6/aol/runs/credit-approval/fold_3/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.9245283018867925,
+    "test_acc": 0.8398058252427184,
+    "train_size": 172,
+    "val_size": 106,
+    "test_size": 412,
+    "stats": {
+        "mean": [
+            [
+                0.029660302325581287,
+                0.04967415668604653,
+                0.035228697674418614,
+                -0.08230726744186062,
+                -0.0808560755813953,
+                -0.06068950697674418,
+                0.05521145232558148,
+                0.0520138111627908,
+                -0.00013686046511636238,
+                -0.02893511627906982,
+                0.0647990941860465,
+                -0.08429550000000029,
+                -0.11892838372093019,
+                -0.14010143755813953,
+                -0.060122975697674434
+            ]
+        ],
+        "std": [
+            [
+                0.9866458073044232,
+                1.0497387015089001,
+                0.9194770520533397,
+                0.928940005324823,
+                0.9330534400726008,
+                1.0077990709538949,
+                1.0375139084982685,
+                0.9494310078822967,
+                0.9992663708949371,
+                1.0030891544052551,
+                1.2789280573338035,
+                1.0028244999999991,
+                0.8074645456755252,
+                0.8265119967382965,
+                0.4698103883611287
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 4262,
+    "cert_evals": {
+        "36": 0.7791262269020081,
+        "72": 0.7330096960067749,
+        "108": 0.6917476058006287,
+        "255": 0.02669902890920639
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cylinder-bands/fold_0/result.json b/UCI_N6/aol/runs/cylinder-bands/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f1f2c2d82461a286f11a46dbbc3421a929accb0
--- /dev/null
+++ b/UCI_N6/aol/runs/cylinder-bands/fold_0/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.6707317073170732,
+    "test_acc": 0.6622516556291391,
+    "train_size": 128,
+    "val_size": 82,
+    "test_size": 302,
+    "stats": {
+        "mean": [
+            [
+                -0.018113468749999997,
+                -0.09801495312499989,
+                -0.09835764843749996,
+                0.015201562499999939,
+                -0.08460044531249963,
+                -0.05902956249999998,
+                -0.02159560937500003,
+                -0.10518925781250046,
+                0.03565878125000016,
+                0.03781927343750002,
+                -0.0029206640624998936,
+                -0.005388015624999963,
+                -0.007189643749999884,
+                -0.11441540624999999,
+                0.02687471875000009,
+                -0.08272973437500022,
+                0.014233650781250131,
+                -0.040908945312500035,
+                -0.20346299999999978,
+                0.09558365781249996,
+                -0.12876496562500006,
+                -0.05027554687499996,
+                0.03137399609374995,
+                -0.07727224921875003,
+                -0.112076146875,
+                0.04986750409374999,
+                0.0467316294531248,
+                0.08485301562499976,
+                -0.07968368828125014,
+                -0.0404871031249999,
+                0.026726734374999978,
+                0.04898852562499999,
+                0.07183878906250019,
+                0.01963753046874992,
+                0.07539527343749987
+            ]
+        ],
+        "std": [
+            [
+                1.009708113595319,
+                0.6915256837343526,
+                1.1851115463631896,
+                1.1075149207516606,
+                0.6356019715752345,
+                0.9895598820491779,
+                1.036117446187858,
+                0.47416953322612243,
+                0.9128570390625407,
+                0.9754439041131451,
+                0.9772769577736968,
+                0.9965990540260843,
+                1.0049338980010496,
+                1.0152930221805465,
+                1.0110105352731478,
+                0.9779734187172597,
+                0.946783796715577,
+                0.9180378675297654,
+                0.9791387337832046,
+                1.3026657902081404,
+                1.1587041225508155,
+                1.0035768471185391,
+                1.0872637801794474,
+                0.8506413201552353,
+                1.0909742588199165,
+                0.9223170655454694,
+                0.925140911301162,
+                1.2060797979297548,
+                0.10884702615305564,
+                1.0969927491363656,
+                1.0397512419029202,
+                0.9385559077709305,
+                0.7908440559763066,
+                0.8086858742098973,
+                0.23360368046727112
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 22542,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cylinder-bands/fold_1/result.json b/UCI_N6/aol/runs/cylinder-bands/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d87b8f440cd665bd601848fd534ea9ec21e4bb4
--- /dev/null
+++ b/UCI_N6/aol/runs/cylinder-bands/fold_1/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.6944444444444444,
+    "test_acc": 0.6089743589743589,
+    "train_size": 128,
+    "val_size": 72,
+    "test_size": 312,
+    "stats": {
+        "mean": [
+            [
+                -0.15498346874999988,
+                0.07623314062499989,
+                -0.08125197656250005,
+                0.1064101249999995,
+                0.028200664062500352,
+                0.14560404687500025,
+                0.1655534453124999,
+                -0.021037773437500448,
+                0.03565884375000017,
+                -0.09565992968750019,
+                -0.06719309374999989,
+                0.07724234374999989,
+                0.014383128125000021,
+                0.015113148437499955,
+                0.11287723437500005,
+                0.15718076562499975,
+                -0.11598707812499996,
+                0.01952450812500009,
+                -0.05958846093749991,
+                0.05810956640625002,
+                0.09577258359374996,
+                0.01608712499999998,
+                0.0455139015625,
+                -0.09322180656250004,
+                0.010363770312500003,
+                -0.09235189678125001,
+                -0.12943964476562508,
+                0.07837251562499978,
+                -0.08934230000000017,
+                -0.11201488515624988,
+                -0.016908421875000006,
+                -0.19726601218749995,
+                -0.027512601562499843,
+                -0.1071632757812501,
+                -0.06936312500000016
+            ]
+        ],
+        "std": [
+            [
+                0.9566675689840457,
+                1.1785922605080725,
+                1.0752069854571855,
+                1.134315391792329,
+                1.0921920451077407,
+                1.0073040155644573,
+                1.0080335723206957,
+                0.8147932438575216,
+                0.7216766565111302,
+                1.0325076089625134,
+                1.0351765461316509,
+                0.9787809233141151,
+                0.9952912678839302,
+                0.9646382079847095,
+                0.9376275956128628,
+                1.025290058167112,
+                1.1238851154497491,
+                0.9392938268734667,
+                0.9623682791314133,
+                0.6383677679060908,
+                0.8128844998290236,
+                0.9862468382017052,
+                0.8444859158500648,
+                1.051379690058149,
+                0.9861572089261571,
+                1.2038176163546097,
+                1.2075147493034224,
+                1.1662944917994549,
+                1.0,
+                1.0433698981937496,
+                0.9167305702944823,
+                1.1576246436005715,
+                1.2133555868200756,
+                1.2553958063370618,
+                1.386742675536984
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 22542,
+    "cert_evals": {
+        "36": 0.057692307978868484,
+        "72": 0.0416666679084301,
+        "108": 0.016025641933083534,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cylinder-bands/fold_2/result.json b/UCI_N6/aol/runs/cylinder-bands/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3de484b735c2b1e5d749bf86c4ba9810ee6338c1
--- /dev/null
+++ b/UCI_N6/aol/runs/cylinder-bands/fold_2/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.6933333333333334,
+    "test_acc": 0.6957928802588996,
+    "train_size": 128,
+    "val_size": 75,
+    "test_size": 309,
+    "stats": {
+        "mean": [
+            [
+                -0.018113499999999876,
+                -0.010890906250000026,
+                0.004276054687499921,
+                -0.04560409375000058,
+                -0.02819989062499964,
+                0.003934625000000143,
+                0.10796916406250016,
+                0.02103777343750001,
+                -0.02139478124999982,
+                0.02002204687499978,
+                -0.008763656249999825,
+                -0.04131476562499997,
+                0.057528609375000095,
+                -0.11441537500000004,
+                -0.051960625,
+                0.09099853124999963,
+                0.025328648437500097,
+                0.06508276609375009,
+                -0.0463809687499999,
+                0.05531756718749999,
+                0.048115672656250004,
+                -0.044416265624999944,
+                -0.006333254687500049,
+                0.07249342484374995,
+                0.017864971093750025,
+                -0.032888132281249996,
+                -0.005630188515625072,
+                -0.08849829687500009,
+                0.1810991601562506,
+                -0.03171481484375,
+                -0.03763525000000013,
+                0.012247269375000123,
+                -0.010699218749999687,
+                -0.04182582187500004,
+                0.0392055468749999
+            ]
+        ],
+        "std": [
+            [
+                1.0014570356459378,
+                0.9701723266723137,
+                0.976668923366092,
+                0.8848220008281984,
+                0.8953310490553396,
+                0.9995254897694512,
+                1.0022604928841146,
+                1.1538252271496559,
+                1.0317076974392008,
+                0.9849764181760653,
+                0.9644949026944296,
+                0.9682202506697574,
+                1.0200144373065265,
+                1.024650754456481,
+                0.991180532876508,
+                1.0231518076189408,
+                0.9417295162218619,
+                1.1518106310277838,
+                1.0373234489917649,
+                1.1369455371092343,
+                0.9154717541032745,
+                1.1226380377592042,
+                1.0778851186420637,
+                0.9942494651921334,
+                0.9650868598248783,
+                0.991851813013072,
+                0.9883223822673011,
+                0.8159153965212675,
+                1.7818000158367098,
+                0.9958958318550638,
+                0.8529177390193199,
+                0.9950922963006184,
+                1.0386479794315284,
+                1.046608837125399,
+                0.3263770311133624
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 22542,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/cylinder-bands/fold_3/result.json b/UCI_N6/aol/runs/cylinder-bands/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f08bd9bacc2a908016de32928bc860fff93e7c0d
--- /dev/null
+++ b/UCI_N6/aol/runs/cylinder-bands/fold_3/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.6486486486486487,
+    "test_acc": 0.603225806451613,
+    "train_size": 128,
+    "val_size": 74,
+    "test_size": 310,
+    "stats": {
+        "mean": [
+            [
+                -0.09862528124999967,
+                0.07623314062499992,
+                -0.14967442968749994,
+                0.1064100937499999,
+                0.08460121875000035,
+                0.11412195312500018,
+                0.035988921874999975,
+                0.02103796874999956,
+                0.049922195312500195,
+                0.020022046875000005,
+                0.07303782812500019,
+                0.1706510703124999,
+                0.03116200625000013,
+                0.10146572656249976,
+                0.12004409375000007,
+                0.04963468749999977,
+                -0.09730074531250002,
+                0.2519632110937501,
+                0.10295269531250012,
+                -0.017867453124999995,
+                0.15167814140624994,
+                0.053232843750000036,
+                0.05788653593750008,
+                -0.03172638593750004,
+                0.12707835390624983,
+                -0.07419502420312495,
+                -0.046009344765625224,
+                0.07189192187499989,
+                -0.012073297656250094,
+                -0.011471089062500009,
+                0.04745321093750001,
+                -0.06254772593749994,
+                0.02904130468750018,
+                -0.017295875000000013,
+                -0.045236640625000143
+            ]
+        ],
+        "std": [
+            [
+                0.9681512944811281,
+                1.1785922605080716,
+                1.1820212062123494,
+                1.2342204701284085,
+                1.2560999937316328,
+                1.0073040155644557,
+                0.9422562101157176,
+                0.9370712715647449,
+                0.8107579850267628,
+                0.9849764181760654,
+                1.0089890027616917,
+                1.0128688585013823,
+                1.021806803227722,
+                0.9860449137879513,
+                0.965560494387225,
+                1.0099223731350104,
+                1.1411416049886207,
+                0.9766554256496787,
+                1.078888741266553,
+                0.8735915598455525,
+                0.9043004878113329,
+                0.935916801014639,
+                0.9022876021268718,
+                1.0095878491602719,
+                0.9226412455171137,
+                1.103674350946853,
+                1.109671652163808,
+                1.0892584104797631,
+                0.8707774330138579,
+                0.9662087759049208,
+                0.9327069000527582,
+                1.0958735530051178,
+                1.0258970951245958,
+                1.0635339261419625,
+                1.376208872677819
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 22542,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/dermatology/fold_0/result.json b/UCI_N6/aol/runs/dermatology/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e75c1c337b450881b877e2449b62c63c750ec363
--- /dev/null
+++ b/UCI_N6/aol/runs/dermatology/fold_0/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 77,
+    "best_val_acc": 0.896551724137931,
+    "test_acc": 0.8847926267281107,
+    "train_size": 91,
+    "val_size": 58,
+    "test_size": 217,
+    "stats": {
+        "mean": [
+            [
+                0.06255490109890108,
+                -0.09950824175824165,
+                0.06084052747252747,
+                -0.16717494505494507,
+                0.052244340659340686,
+                0.0025714945054945153,
+                -0.02246861538461534,
+                -0.017277736263736184,
+                -0.021717483516483508,
+                0.03348407692307688,
+                -0.0475760989010988,
+                0.06572261538461521,
+                0.08858902197802174,
+                -0.1041265714285716,
+                0.005385186813186856,
+                -0.035476670329670376,
+                0.07677762417582405,
+                0.04374145054945071,
+                0.1155099230769231,
+                0.12043031868131869,
+                0.01650943956043959,
+                0.07769217582417579,
+                -0.030356758241758278,
+                0.013477208791208829,
+                0.015482648351648287,
+                -0.0034025274725273612,
+                0.04002742857142865,
+                0.03137470329670338,
+                0.008364593406593394,
+                0.03786149450549449,
+                0.03501758241758232,
+                0.19951439560439582,
+                -0.014634098901098907,
+                0.06380519120879125
+            ]
+        ],
+        "std": [
+            [
+                0.9579388217601761,
+                1.0149277614583099,
+                0.9508267211955849,
+                0.9797619817212763,
+                0.9779606305193399,
+                1.0067406344751444,
+                1.0036930400753548,
+                0.9655703337016306,
+                0.988719482589257,
+                1.0387140092945895,
+                0.9421816899315113,
+                1.108600785818115,
+                1.0553627690990925,
+                0.8963300954815475,
+                1.0312593831866153,
+                0.9305276662720072,
+                0.9419348744801717,
+                1.0024345032706516,
+                0.9943938503609722,
+                1.126743771486882,
+                1.024448001551178,
+                1.0936199274871503,
+                0.9903178300286889,
+                1.0625282108029304,
+                1.0022849145804325,
+                1.0039785513963642,
+                1.0686040527754073,
+                1.0117848046592977,
+                1.0099891482666616,
+                1.032180187104034,
+                1.0599064093185755,
+                0.98964025727435,
+                0.9787453595616104,
+                0.9013728009327256
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 21562,
+    "cert_evals": {
+        "36": 0.7603686451911926,
+        "72": 0.42396312952041626,
+        "108": 0.3179723620414734,
+        "255": 0.032258063554763794
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/dermatology/fold_1/result.json b/UCI_N6/aol/runs/dermatology/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa761fdf88e27c7d3ddf8e4e25459474caf3bea4
--- /dev/null
+++ b/UCI_N6/aol/runs/dermatology/fold_1/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 82,
+    "best_val_acc": 0.9090909090909091,
+    "test_acc": 0.8636363636363636,
+    "train_size": 91,
+    "val_size": 55,
+    "test_size": 220,
+    "stats": {
+        "mean": [
+            [
+                -0.15234734065934108,
+                -0.03685075824175817,
+                0.024514153846154,
+                -0.003059032967032986,
+                0.0522442747252747,
+                -0.020386087912087892,
+                0.03530865934065939,
+                -0.043625648351648345,
+                -0.08879309890109885,
+                0.09415389010989002,
+                -0.04757609890109863,
+                0.06572261538461541,
+                0.222018769230769,
+                0.05758529670329658,
+                -0.007495417582417526,
+                -0.08522665934065947,
+                -0.07745157142857151,
+                -0.04334439560439563,
+                -0.12401621978021984,
+                0.04764354945054952,
+                -0.021313461538461483,
+                0.0352194725274725,
+                0.051580087912087895,
+                0.05687082417582426,
+                0.041357142857142794,
+                -0.028813681318681075,
+                0.017010725274725334,
+                -0.04641174945054939,
+                0.01987447252747256,
+                0.013464769230769122,
+                -0.009952681318681485,
+                -0.14857142857142827,
+                0.03504902197802198,
+                0.07064716813186812
+            ]
+        ],
+        "std": [
+            [
+                1.0799649707740484,
+                0.9701819203088585,
+                1.0349980862760444,
+                0.9962695208080098,
+                1.0565723090694727,
+                0.956401750666777,
+                1.0996255828899324,
+                0.9272437132189425,
+                0.9338556246970804,
+                1.132692340014453,
+                0.9421816899315112,
+                1.108600785818116,
+                1.3507430798011204,
+                0.9954000343509968,
+                0.9838347974365711,
+                1.0051011914402448,
+                1.082244925397,
+                0.9863336565802372,
+                0.8936601742161131,
+                1.0709540797521042,
+                0.9668866324311055,
+                1.0433938478729325,
+                1.061517000809812,
+                1.0860930768159869,
+                1.0492767576804765,
+                0.9727826405276763,
+                1.0221067222848232,
+                0.9644227334697079,
+                1.0222445250094454,
+                1.1137241387036405,
+                0.9325232366107138,
+                0.9431871301685265,
+                1.0294846104354056,
+                0.954054376413069
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 21562,
+    "cert_evals": {
+        "36": 0.6181818246841431,
+        "72": 0.44999998807907104,
+        "108": 0.26818180084228516,
+        "255": 0.12727272510528564
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/dermatology/fold_2/result.json b/UCI_N6/aol/runs/dermatology/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2ed36102c1135121e0f34b62203b66bdeaea00d
--- /dev/null
+++ b/UCI_N6/aol/runs/dermatology/fold_2/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.8688524590163934,
+    "test_acc": 0.7990654205607477,
+    "train_size": 91,
+    "val_size": 61,
+    "test_size": 214,
+    "stats": {
+        "mean": [
+            [
+                0.1286785934065936,
+                -0.052514956043955986,
+                -0.0723557912087912,
+                -0.03202061538461543,
+                -0.15349332967032966,
+                -0.020386153846153894,
+                -0.09950505494505507,
+                -0.004103824175824138,
+                0.03417917582417588,
+                0.08201997802197789,
+                -0.01447120879120871,
+                -0.022712967032967008,
+                -0.04484103296703309,
+                0.003681208791208678,
+                0.044027285714285734,
+                0.04412385714285691,
+                -0.04660575824175837,
+                -0.014315659340659313,
+                -0.02820572527472527,
+                0.03724537362637364,
+                -0.01185779120879114,
+                -0.039107373626373704,
+                0.0024179670329669205,
+                -0.015451747252747299,
+                0.002545351648351576,
+                0.08553615384615376,
+                0.017010747252747392,
+                -0.017241828571428485,
+                0.008364593406593424,
+                -0.05972478021978029,
+                0.012532417582417426,
+                0.1541118681318682,
+                0.0052391428571429075,
+                0.04806798461538459
+            ]
+        ],
+        "std": [
+            [
+                0.9701280514742756,
+                0.9293627837603032,
+                0.9985142789172075,
+                1.0092809883627014,
+                0.9144981766921801,
+                0.9688575910999048,
+                0.7552905986573396,
+                0.9998322435146684,
+                1.0704136812401557,
+                1.0731541860690452,
+                0.9820497437937411,
+                0.9606585652114606,
+                0.9412251138507225,
+                1.032650720921409,
+                1.0662219170916833,
+                1.0316415589934254,
+                0.8883921685550962,
+                1.0965763955898655,
+                0.9938166856011934,
+                1.0449962571399998,
+                0.9713151295619376,
+                0.916982706185695,
+                1.0485354727700578,
+                0.9633861656803218,
+                0.9854442339078262,
+                1.003978327496943,
+                1.0338310542422602,
+                0.9972909993244929,
+                1.0099891482666616,
+                0.6769782284640671,
+                0.9985019725218273,
+                0.9997718075782989,
+                1.0050250528703155,
+                0.9607093594262002
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 21562,
+    "cert_evals": {
+        "36": 0.28037381172180176,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/dermatology/fold_3/result.json b/UCI_N6/aol/runs/dermatology/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0a34e9365b378ee5607f4f1fcdf59bb903f259e
--- /dev/null
+++ b/UCI_N6/aol/runs/dermatology/fold_3/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.75,
+    "test_acc": 0.7937219730941704,
+    "train_size": 91,
+    "val_size": 52,
+    "test_size": 223,
+    "stats": {
+        "mean": [
+            [
+                -0.05316160439560428,
+                0.07280001098901108,
+                0.00029673626373637353,
+                -0.012712835164835188,
+                0.028039912087912074,
+                -0.05482258241758234,
+                0.01604945054945059,
+                0.009070153846153903,
+                0.011820373626373679,
+                -0.0029178351648351595,
+                -0.14689076923076905,
+                -0.02271290109890109,
+                -0.04484103296703295,
+                0.0036813406593406033,
+                0.08266931868131823,
+                0.054073769230769106,
+                -0.000336973626373744,
+                0.02922736263736266,
+                0.043652076923076925,
+                0.03724537362637369,
+                -0.0024020659340658864,
+                0.03521959340659338,
+                0.0024179780219780282,
+                0.056870879120879105,
+                0.015482648351648276,
+                0.00930285714285733,
+                0.017010725274725344,
+                0.002204784615384724,
+                -0.014655186813186854,
+                0.0622580769230768,
+                0.012532483516483228,
+                0.06330681318681318,
+                -0.004697549450549487,
+                0.015909242857142816
+            ]
+        ],
+        "std": [
+            [
+                0.9579387151851927,
+                0.9666344534450786,
+                0.9971916717551561,
+                1.0285803186606315,
+                0.9689331448788322,
+                0.9145691771687489,
+                0.8846614143098532,
+                1.0173836013652253,
+                0.9964001763067949,
+                0.9871125181905619,
+                0.8027509230903981,
+                0.9299285829647791,
+                0.9412251138507224,
+                0.9834698643403745,
+                1.1391943175030825,
+                0.9785493379039759,
+                1.017445012936306,
+                0.9645207385980711,
+                0.9428629894457031,
+                1.0449962571399996,
+                0.9921708037991144,
+                1.033514126697011,
+                1.048535468132942,
+                1.0684193315579842,
+                1.002284914580432,
+                0.9595830510736266,
+                1.022106722284823,
+                1.0153293741790863,
+                0.9598175741851003,
+                1.1500085669506441,
+                1.0435622629094696,
+                0.949962818915988,
+                1.0144124428718615,
+                1.013968145011949
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 21562,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/echocardiogram/fold_0/result.json b/UCI_N6/aol/runs/echocardiogram/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f34347794c9e5d1347251d083d856a33e968db6
--- /dev/null
+++ b/UCI_N6/aol/runs/echocardiogram/fold_0/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.75,
+    "test_acc": 0.7692307692307693,
+    "train_size": 33,
+    "val_size": 20,
+    "test_size": 78,
+    "stats": {
+        "mean": [
+            [
+                -0.057606475757575756,
+                -0.15964663636363635,
+                -0.060374909090909125,
+                0.0400295,
+                0.10041431515151517,
+                0.07715459090909091,
+                0.009048404242424318,
+                0.011163848484848474,
+                -0.3499357575757576,
+                -0.0035744545454545447
+            ]
+        ],
+        "std": [
+            [
+                1.1573831652081632,
+                0.8404744208999705,
+                0.7381400184555348,
+                1.0796554948826975,
+                0.8705069277860507,
+                1.2129557576954413,
+                1.0456434215229085,
+                0.9246089519830962,
+                1.0989667179647085,
+                0.9932372830639454
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1942,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/echocardiogram/fold_1/result.json b/UCI_N6/aol/runs/echocardiogram/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9299c722d60dadbc8feff2f9c3ced76a090ba273
--- /dev/null
+++ b/UCI_N6/aol/runs/echocardiogram/fold_1/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.6956521739130435,
+    "test_acc": 0.7066666666666667,
+    "train_size": 33,
+    "val_size": 23,
+    "test_size": 75,
+    "stats": {
+        "mean": [
+            [
+                -0.10427761212121212,
+                -0.08161054545454546,
+                0.08791276969696966,
+                -0.14441026060606058,
+                0.09186773939393943,
+                0.02212875757575757,
+                -0.12115638181818184,
+                0.13688663636363635,
+                -0.19213333333333332,
+                -0.08161054545454546
+            ]
+        ],
+        "std": [
+            [
+                0.8430736384486278,
+                0.9233354795587926,
+                1.041073713648991,
+                0.8385992375905786,
+                0.7966783723844354,
+                0.8163890823085291,
+                0.8747642125794102,
+                0.7576737832204337,
+                1.0947098909221693,
+                0.9233354795587928
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1942,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/echocardiogram/fold_2/result.json b/UCI_N6/aol/runs/echocardiogram/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..413abd0b04c4a720965c5ab5139747b97a516537
--- /dev/null
+++ b/UCI_N6/aol/runs/echocardiogram/fold_2/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.85,
+    "test_acc": 0.7051282051282052,
+    "train_size": 33,
+    "val_size": 20,
+    "test_size": 78,
+    "stats": {
+        "mean": [
+            [
+                0.04318501212121217,
+                -0.08161054545454545,
+                -0.1960651757575758,
+                0.10663209696969696,
+                -0.039179059090909095,
+                -0.08327692727272729,
+                -0.02021858363636361,
+                -0.027255212121212104,
+                -0.0343309090909092,
+                -0.08161054545454542
+            ]
+        ],
+        "std": [
+            [
+                1.1928881057545633,
+                0.9233354795587926,
+                0.7336788223210056,
+                1.0424668853529024,
+                1.015206992443095,
+                0.7150465728455708,
+                0.9871909809630498,
+                0.7552585618074782,
+                1.0673558137650077,
+                0.9233354795587926
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1942,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/echocardiogram/fold_3/result.json b/UCI_N6/aol/runs/echocardiogram/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7cad8ea8f48209b8c5b2ed7f94124df812e0515b
--- /dev/null
+++ b/UCI_N6/aol/runs/echocardiogram/fold_3/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.7191011235955056,
+    "train_size": 33,
+    "val_size": 9,
+    "test_size": 89,
+    "stats": {
+        "mean": [
+            [
+                0.17818635454545453,
+                -0.003574454545454491,
+                0.09132509090909088,
+                -0.2657220666666666,
+                0.02064670606060603,
+                0.008581981818181823,
+                -0.001812626060606065,
+                -0.08051203030303035,
+                0.005119696969696846,
+                -0.08161054545454548
+            ]
+        ],
+        "std": [
+            [
+                0.65057027499482,
+                0.9932372830639454,
+                0.9917679778099099,
+                0.9657357364086732,
+                0.9330992242935773,
+                1.0185738628461445,
+                0.9305394942774076,
+                0.8664314560759948,
+                1.0688129554861598,
+                0.9233354795587926
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1942,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ecoli/fold_0/result.json b/UCI_N6/aol/runs/ecoli/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b42f8514487f58d6a82d170da5fbc12b3ac196f7
--- /dev/null
+++ b/UCI_N6/aol/runs/ecoli/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.018518518518518517,
+    "test_acc": 0.015151515151515152,
+    "train_size": 84,
+    "val_size": 54,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                0.013150064285714266,
+                0.030534154761904717,
+                -0.03497671428571443,
+                -0.05455450000000004,
+                -0.07806762144047612,
+                0.0146216491309523,
+                0.00923791428571434
+            ]
+        ],
+        "std": [
+            [
+                0.9944073468449054,
+                1.0029903172616768,
+                0.8958309259021103,
+                1.0,
+                1.0494215334470565,
+                0.9464416656581703,
+                0.9697251209067621
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1072,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ecoli/fold_1/result.json b/UCI_N6/aol/runs/ecoli/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1bcd83f588fffad8da7769ce0e16a53199ac71e
--- /dev/null
+++ b/UCI_N6/aol/runs/ecoli/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.45614035087719296,
+    "test_acc": 0.40512820512820513,
+    "train_size": 84,
+    "val_size": 57,
+    "test_size": 195,
+    "stats": {
+        "mean": [
+            [
+                0.05841213633333324,
+                0.009642500000000023,
+                -0.1049293571428573,
+                -0.05455450000000004,
+                -0.13059923814285718,
+                -0.04276377619047619,
+                -0.11014530833333327
+            ]
+        ],
+        "std": [
+            [
+                1.0146171837993285,
+                1.0844043612606449,
+                0.6372989064356027,
+                1.0,
+                1.1282134026013562,
+                0.9791745837868009,
+                1.0002488772478277
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1072,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ecoli/fold_2/result.json b/UCI_N6/aol/runs/ecoli/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1885328dd1f22c12a87ae28b072028edbb342ed6
--- /dev/null
+++ b/UCI_N6/aol/runs/ecoli/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.21428571428571427,
+    "test_acc": 0.17346938775510204,
+    "train_size": 84,
+    "val_size": 56,
+    "test_size": 196,
+    "stats": {
+        "mean": [
+            [
+                -0.011315743142857089,
+                -0.03455130952380979,
+                -0.03497671428571443,
+                -0.05455450000000004,
+                0.08828174398809528,
+                -0.05821374880952385,
+                -0.06637139999999996
+            ]
+        ],
+        "std": [
+            [
+                1.012351652595517,
+                1.0330947119577754,
+                0.8958309259021106,
+                1.0,
+                1.0026493882045864,
+                0.9566088016671406,
+                0.9710783614044303
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1072,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ecoli/fold_3/result.json b/UCI_N6/aol/runs/ecoli/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dce59215856a59ead6ee24efba48f0dd211c2a36
--- /dev/null
+++ b/UCI_N6/aol/runs/ecoli/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.42592592592592593,
+    "test_acc": 0.41414141414141414,
+    "train_size": 84,
+    "val_size": 54,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                -0.17523749880952394,
+                -0.0650854523809525,
+                -0.03497671428571443,
+                -0.05455450000000004,
+                0.014348625000000045,
+                -0.16084512944047624,
+                -0.12776817619047612
+            ]
+        ],
+        "std": [
+            [
+                1.0115769923283313,
+                0.9182494349544681,
+                0.8958309259021106,
+                1.0,
+                1.1277230453570237,
+                0.9641663228847202,
+                0.9980600835386763
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1072,
+    "cert_evals": {
+        "36": 0.010101010091602802,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/energy-y1/fold_0/result.json b/UCI_N6/aol/runs/energy-y1/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4362a0b67a49bd89572d707a66789f7631484955
--- /dev/null
+++ b/UCI_N6/aol/runs/energy-y1/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.8365384615384616,
+    "test_acc": 0.8411016949152542,
+    "train_size": 192,
+    "val_size": 104,
+    "test_size": 472,
+    "stats": {
+        "mean": [
+            [
+                0.04037588177083325,
+                -0.02897297395833333,
+                -0.0555741354166667,
+                -0.0014130312499998996,
+                -0.01040988541666666,
+                0.08845356250000003,
+                0.019546906250001692,
+                0.12425216145833322
+            ]
+        ],
+        "std": [
+            [
+                1.0503259507282519,
+                1.0401598299798114,
+                0.9566204676221528,
+                1.0115106857597378,
+                0.9992947803759471,
+                0.9870322434122373,
+                0.9626025350664883,
+                1.0012373439432847
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/energy-y1/fold_1/result.json b/UCI_N6/aol/runs/energy-y1/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..09fc59836e04d6c6fd8a2e8ccdcb799373bdb728
--- /dev/null
+++ b/UCI_N6/aol/runs/energy-y1/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 64,
+    "best_val_acc": 0.8257575757575758,
+    "test_acc": 0.7612612612612613,
+    "train_size": 192,
+    "val_size": 132,
+    "test_size": 444,
+    "stats": {
+        "mean": [
+            [
+                -0.035944025000000025,
+                0.01883181770833327,
+                0.02047402083333334,
+                0.008475244791666782,
+                2.3129646346357427e-18,
+                -9.25185853854297e-18,
+                -0.003910447916664952,
+                -0.010073338541666126
+            ]
+        ],
+        "std": [
+            [
+                0.9212095277307366,
+                0.9229015509828643,
+                1.0465139198851874,
+                0.9891013465328523,
+                0.9993489999999986,
+                0.9993506559221339,
+                0.9981490715102995,
+                0.9882682016149288
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.5270270109176636,
+        "72": 0.46621623635292053,
+        "108": 0.45945948362350464,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/energy-y1/fold_2/result.json b/UCI_N6/aol/runs/energy-y1/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed6c9d11a91786e5f7c2f54dfd4f6e6630557264
--- /dev/null
+++ b/UCI_N6/aol/runs/energy-y1/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.8151260504201681,
+    "test_acc": 0.8052516411378556,
+    "train_size": 192,
+    "val_size": 119,
+    "test_size": 457,
+    "stats": {
+        "mean": [
+            [
+                -0.06401001406250006,
+                0.06953358854166669,
+                -4.583333333418871e-07,
+                0.0678050677083333,
+                -0.0624593125,
+                0.10707533333333334,
+                0.011727677083334845,
+                -0.026863999999998927
+            ]
+        ],
+        "std": [
+            [
+                0.9971640605357807,
+                1.016537043200003,
+                0.9590898709257725,
+                0.9858397966646458,
+                0.997395236645448,
+                0.9977770953987608,
+                1.0267126976352656,
+                1.0236092624260158
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.026258205994963646,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/energy-y1/fold_3/result.json b/UCI_N6/aol/runs/energy-y1/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6099493d03abb619496f042581228207fa2fba7b
--- /dev/null
+++ b/UCI_N6/aol/runs/energy-y1/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.8333333333333334,
+    "test_acc": 0.8095238095238095,
+    "train_size": 192,
+    "val_size": 114,
+    "test_size": 462,
+    "stats": {
+        "mean": [
+            [
+                -0.09306050364583336,
+                0.10140363020833336,
+                0.038023541666666646,
+                0.08051876041666675,
+                -0.06245931250000001,
+                4.166666664589166e-08,
+                0.16615551562499892,
+                0.11081956770833301
+            ]
+        ],
+        "std": [
+            [
+                1.0103381574343495,
+                1.0260340528127347,
+                0.9660180839931469,
+                0.9757962633490739,
+                0.997395236645448,
+                0.9993506559221341,
+                0.9513965888850403,
+                0.9859377713172496
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/energy-y2/fold_0/result.json b/UCI_N6/aol/runs/energy-y2/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..825c06f3515e3e2ca430a9038f43f496f140050d
--- /dev/null
+++ b/UCI_N6/aol/runs/energy-y2/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.7758620689655172,
+    "test_acc": 0.75,
+    "train_size": 192,
+    "val_size": 116,
+    "test_size": 460,
+    "stats": {
+        "mean": [
+            [
+                0.0009850791666666432,
+                0.010139916666666622,
+                0.032173687500000006,
+                -0.005650822916666537,
+                0.010409885416666669,
+                -0.06052093749999998,
+                -0.02541311979166509,
+                0.0537312500000005
+            ]
+        ],
+        "std": [
+            [
+                1.0456101033083376,
+                1.0498619980358046,
+                0.9456106661428212,
+                0.9965179021332218,
+                0.999294780375947,
+                1.0222397484588055,
+                1.030433216371699,
+                0.995731298264168
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/energy-y2/fold_1/result.json b/UCI_N6/aol/runs/energy-y2/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..28a2d8657b2ed824949462c1b3a67514481251f1
--- /dev/null
+++ b/UCI_N6/aol/runs/energy-y2/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.7295081967213115,
+    "test_acc": 0.7290748898678414,
+    "train_size": 192,
+    "val_size": 122,
+    "test_size": 454,
+    "stats": {
+        "mean": [
+            [
+                0.07533532916666669,
+                -0.059394307291666594,
+                -0.017550052083333306,
+                -0.04944196875000006,
+                0.031229656250000005,
+                -0.004655374999999985,
+                0.06255218750000145,
+                1.1510416676625372e-06
+            ]
+        ],
+        "std": [
+            [
+                1.0729275910612097,
+                1.0653863321722707,
+                0.9433869502795601,
+                1.0190501631365936,
+                0.998860917431203,
+                0.9951670891648171,
+                1.0163359360027204,
+                1.0396997731000648
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/energy-y2/fold_2/result.json b/UCI_N6/aol/runs/energy-y2/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d379f01e2baf64e69f8aa890c12539d75604d5c
--- /dev/null
+++ b/UCI_N6/aol/runs/energy-y2/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.7213114754098361,
+    "test_acc": 0.737885462555066,
+    "train_size": 192,
+    "val_size": 122,
+    "test_size": 454,
+    "stats": {
+        "mean": [
+            [
+                -0.0004920619791667415,
+                0.007242729166666742,
+                -0.020474875000000007,
+                0.016951052083333352,
+                2.3129646346357427e-18,
+                0.004655458333333339,
+                0.11924057812500127,
+                0.06380555208333295
+            ]
+        ],
+        "std": [
+            [
+                1.0283618263304504,
+                1.0335770524750947,
+                0.8923225124501564,
+                0.9833589680412395,
+                0.9993489999999986,
+                1.0280747733173587,
+                0.9999909373553216,
+                0.955311666538388
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/energy-y2/fold_3/result.json b/UCI_N6/aol/runs/energy-y2/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8eb1e2f6461eeb83f129b7ef2b91a436fd4bf0b7
--- /dev/null
+++ b/UCI_N6/aol/runs/energy-y2/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.8053097345132744,
+    "test_acc": 0.7688984881209503,
+    "train_size": 192,
+    "val_size": 113,
+    "test_size": 463,
+    "stats": {
+        "mean": [
+            [
+                -0.045791585416666704,
+                0.053598781249999984,
+                0.038023489583333334,
+                0.0339023333333334,
+                -0.04163954166666667,
+                0.013966291666666672,
+                0.03909468750000155,
+                0.06716386458333357
+            ]
+        ],
+        "std": [
+            [
+                1.0190772752310013,
+                1.0258162287916472,
+                1.0141309105461986,
+                1.0041302689502694,
+                0.998481132706467,
+                0.9782096135772306,
+                0.997298911424109,
+                1.0244022864972453
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.36933043599128723,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/fertility/fold_0/result.json b/UCI_N6/aol/runs/fertility/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e7b8433c8b4a2cf4920b925cf1066b99ff6df98
--- /dev/null
+++ b/UCI_N6/aol/runs/fertility/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.7017543859649122,
+    "train_size": 25,
+    "val_size": 18,
+    "test_size": 57,
+    "stats": {
+        "mean": [
+            [
+                -0.050080199999999984,
+                -0.12364147839999998,
+                0.14793016000000006,
+                -0.32071263999999977,
+                0.1791338,
+                -0.12053400000000013,
+                0.5731312000000003,
+                -0.16074628000000002,
+                0.03862860000000002
+            ]
+        ],
+        "std": [
+            [
+                1.0236052735742232,
+                0.8512034434759349,
+                0.8026475169365781,
+                0.9000012058569202,
+                0.9750796495625166,
+                0.7418187080757671,
+                0.7460504646830267,
+                0.9966002512278438,
+                0.8297482471350933
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/fertility/fold_1/result.json b/UCI_N6/aol/runs/fertility/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..59e65c7e5bd6241cee9c94f57d99ef704bd3a2ad
--- /dev/null
+++ b/UCI_N6/aol/runs/fertility/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8571428571428571,
+    "test_acc": 0.8852459016393442,
+    "train_size": 25,
+    "val_size": 14,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                0.08396883999999995,
+                0.0741850816,
+                -0.08875767999999994,
+                0.16035823999999999,
+                -0.2985557199999999,
+                0.017217679999999954,
+                -0.28656639999999994,
+                -0.012364960000000034,
+                7.200000000029405e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9493769176881722,
+                1.0402868069724176,
+                1.0846399428755964,
+                1.0014288942292522,
+                0.95537904,
+                1.089027811624688,
+                1.008650391054026,
+                0.9817617018642958,
+                0.9407763787630519
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/fertility/fold_2/result.json b/UCI_N6/aol/runs/fertility/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..85ccb9dbd3f85bdf93a9d8a1a08f5b7aa6ca97ea
--- /dev/null
+++ b/UCI_N6/aol/runs/fertility/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.7,
+    "test_acc": 0.7818181818181819,
+    "train_size": 25,
+    "val_size": 20,
+    "test_size": 55,
+    "stats": {
+        "mean": [
+            [
+                -0.15099352,
+                0.04121466079999998,
+                0.029586240000000055,
+                0.16035823999999999,
+                -0.059710959999999924,
+                0.29272248000000006,
+                0.09552136000000001,
+                -0.25966716,
+                -0.27897695999999994
+            ]
+        ],
+        "std": [
+            [
+                0.9753651401849921,
+                1.00304651742069,
+                0.9614305510351658,
+                1.001428894229252,
+                0.9943900320852971,
+                0.9593333711047946,
+                0.911221690762852,
+                0.8623722386522275,
+                0.6562133354788506
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/fertility/fold_3/result.json b/UCI_N6/aol/runs/fertility/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..17291cd8b5b55e38750d7d48685ed7c3c05c9a29
--- /dev/null
+++ b/UCI_N6/aol/runs/fertility/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8181818181818182,
+    "test_acc": 0.890625,
+    "train_size": 25,
+    "val_size": 11,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                -0.05008016,
+                0.16980184160000003,
+                0.029586240000000055,
+                -0.08017719999999987,
+                -0.13932587999999993,
+                0.22384639999999986,
+                -0.19104464,
+                0.23493724,
+                -0.28326872000000003
+            ]
+        ],
+        "std": [
+            [
+                0.967192993888714,
+                1.0029056548149258,
+                0.9614305510351658,
+                0.981981821759731,
+                0.9879951745516705,
+                0.9393450743392652,
+                0.9552200000001204,
+                1.0881296800000002,
+                0.6448658384270962
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/flags/fold_0/result.json b/UCI_N6/aol/runs/flags/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e91f0137894d45849f05e98e994501203fd2c66
--- /dev/null
+++ b/UCI_N6/aol/runs/flags/fold_0/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.25925925925925924,
+    "test_acc": 0.2857142857142857,
+    "train_size": 48,
+    "val_size": 27,
+    "test_size": 119,
+    "stats": {
+        "mean": [
+            [
+                0.2352414791666667,
+                -0.14561693750000007,
+                0.1764680979166667,
+                0.11582924333333333,
+                0.0278278833333333,
+                0.04467812499999988,
+                -0.14742766666666676,
+                -0.14850950000000007,
+                0.10914166666666664,
+                0.020176562500000023,
+                -0.14527287500000005,
+                -0.021462375000000023,
+                -0.005958499999999978,
+                -0.18136456250000013,
+                -0.1484010833333332,
+                -0.13407733333333335,
+                -0.14238879166666651,
+                -0.06353299999999999,
+                0.039132958333333315,
+                0.23061385416666677,
+                0.16322545416666676,
+                0.20470881250000014,
+                -0.04084762500000006,
+                -0.005915999999999931,
+                -0.08552499999999989,
+                0.003115083333333317,
+                -0.00012200000000005262,
+                0.016370875000000003
+            ]
+        ],
+        "std": [
+            [
+                0.9423798810959939,
+                0.9424971000607776,
+                1.1257258803436931,
+                1.5640772168523231,
+                0.9974256598053217,
+                1.129307049644929,
+                1.052031616542435,
+                0.7965270829416287,
+                0.9104918487062668,
+                0.9984666452987403,
+                0.9898063223282548,
+                0.9958585433814053,
+                1.0008837456871553,
+                0.8789136023594675,
+                0.8091964732150918,
+                0.9827727342487288,
+                0.6596688427296609,
+                0.858146791992489,
+                1.050181614737104,
+                1.5175473203808312,
+                0.8994410282874392,
+                1.317453200121319,
+                0.9530138431587623,
+                0.994027422565394,
+                0.9275008724551151,
+                1.0021317232904448,
+                0.9667438830883966,
+                0.9280632223285767
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 14848,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/flags/fold_1/result.json b/UCI_N6/aol/runs/flags/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b99257ced99ba6e97217a08e94a2d2605d7c44da
--- /dev/null
+++ b/UCI_N6/aol/runs/flags/fold_1/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.3793103448275862,
+    "test_acc": 0.24786324786324787,
+    "train_size": 48,
+    "val_size": 29,
+    "test_size": 117,
+    "stats": {
+        "mean": [
+            [
+                0.19499710416666668,
+                -0.0022983958333333797,
+                -0.02790886250000002,
+                0.11650907499999995,
+                -0.06750504166666671,
+                -0.11583450000000012,
+                -0.10268268750000005,
+                0.02775170833333333,
+                0.26183579166666643,
+                -0.02146237499999999,
+                -0.14527287500000005,
+                0.27001018749999983,
+                -0.10226858333333351,
+                0.10011306249999985,
+                -0.3313875208333335,
+                -0.17088533333333333,
+                -0.18737783333333316,
+                -0.06353299999999996,
+                0.03913295833333332,
+                -0.008377395833333351,
+                -0.026332812499999955,
+                -0.15468943749999978,
+                0.07922083333333325,
+                0.13755950000000008,
+                -0.03367612499999993,
+                0.07865360416666665,
+                0.0827322729166666,
+                -0.1398202291666666
+            ]
+        ],
+        "std": [
+            [
+                1.0149211380035321,
+                1.0106590573641523,
+                0.800987362794606,
+                1.5710238762349773,
+                0.9911412389198323,
+                0.8417359860573123,
+                0.7550650019137193,
+                0.8454707572998891,
+                0.7463117905961775,
+                0.9958585433814053,
+                0.9898063223282548,
+                0.9774069853377493,
+                1.0506189728199082,
+                1.04374696833814,
+                0.41816393735262497,
+                0.8196612593038392,
+                0.596847083543995,
+                0.8581467919924893,
+                1.050181614737104,
+                0.8097533539243018,
+                0.6013621428718394,
+                0.6159775664971462,
+                1.073924939147738,
+                1.064042786035294,
+                0.9713883617826264,
+                1.1076121378365742,
+                1.021768139613268,
+                0.8455337132759265
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 14848,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/flags/fold_2/result.json b/UCI_N6/aol/runs/flags/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfe14e81cde177477c0f8ca39ae92acada43150c
--- /dev/null
+++ b/UCI_N6/aol/runs/flags/fold_2/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.19230769230769232,
+    "test_acc": 0.19166666666666668,
+    "train_size": 48,
+    "val_size": 26,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                0.0340199583333333,
+                0.10917162499999984,
+                -0.07162090208333334,
+                0.06506778333333332,
+                -0.10921322916666676,
+                0.12493452083333324,
+                0.013654270833333296,
+                0.15594170833333318,
+                -0.04355245833333338,
+                -0.021462374999999978,
+                0.104134875,
+                0.02017656249999995,
+                0.1385066249999999,
+                0.053200124999999876,
+                0.09558083333333343,
+                0.3076187916666668,
+                0.17253487500000028,
+                0.15269966666666668,
+                0.1823765416666667,
+                0.13501729166666662,
+                0.262743825,
+                -0.06483987499999996,
+                0.19928929166666667,
+                -0.1015663333333332,
+                -0.03367612499999994,
+                0.07865360416666677,
+                0.23660444999999997,
+                0.06843458333333337
+            ]
+        ],
+        "std": [
+            [
+                1.0728446319744602,
+                1.004997765945125,
+                0.6738313483909325,
+                1.1276322526496132,
+                0.9889360364810051,
+                1.0737570402474663,
+                1.2301542970075396,
+                1.0335005003320021,
+                1.0268293591046207,
+                0.9958585433814053,
+                0.9898063223282548,
+                0.9984666452987404,
+                0.9021844164633743,
+                1.0235194592787966,
+                1.0911203018947113,
+                1.043398618770709,
+                1.428359917728367,
+                1.0537876663148145,
+                1.2133500974257005,
+                0.931759019467099,
+                1.699034990837401,
+                0.8618067283867119,
+                1.170282570673264,
+                0.9322841280124254,
+                0.9713883617826267,
+                1.1076121378365744,
+                1.009283746545842,
+                1.0092164745858712
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 14848,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/flags/fold_3/result.json b/UCI_N6/aol/runs/flags/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..203901df9fcfca1e5031973a7b95800d2bcfc55e
--- /dev/null
+++ b/UCI_N6/aol/runs/flags/fold_3/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.22580645161290322,
+    "test_acc": 0.3217391304347826,
+    "train_size": 48,
+    "val_size": 31,
+    "test_size": 115,
+    "stats": {
+        "mean": [
+            [
+                0.060849604166666675,
+                -0.11376839583333333,
+                -0.09783850416666667,
+                -0.09356036875000003,
+                0.22445235416666667,
+                0.024614104166666605,
+                0.0762974583333333,
+                0.09184660416666661,
+                -0.14534854166666666,
+                -0.021462374999999978,
+                0.18727079166666663,
+                0.061815500000000016,
+                0.042196541666666705,
+                0.10011306249999992,
+                -0.08740560416666669,
+                0.0008853750000000308,
+                -0.1423887916666665,
+                -0.06353283333333333,
+                -0.10411062500000007,
+                -0.056175625000000166,
+                0.25800489583333336,
+                -0.15468943749999986,
+                0.07922083333333328,
+                -0.10156633333333316,
+                -0.08552499999999985,
+                0.0031150833333333725,
+                -0.1421576375,
+                0.0684342083333334
+            ]
+        ],
+        "std": [
+            [
+                1.0293582077836319,
+                0.9794406225141076,
+                0.6268224867254953,
+                0.3684227553507345,
+                1.025591356541465,
+                1.1118837703058688,
+                1.0365020313045694,
+                1.0275207215403601,
+                1.0856923338143685,
+                0.9958585433814053,
+                0.9757408637342995,
+                0.9993344999999996,
+                0.9714914160365958,
+                1.0437469683381402,
+                0.8943692877865511,
+                1.023515389848972,
+                0.6596688427296608,
+                1.0084428269148291,
+                0.8321700190516114,
+                0.7587733649056444,
+                1.7047553305488228,
+                0.615977566497146,
+                1.073924939147738,
+                0.9322841280124254,
+                0.9275008724551151,
+                1.0021317232904448,
+                0.8580294890796403,
+                1.071739861024061
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 14848,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/glass/fold_0/result.json b/UCI_N6/aol/runs/glass/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..24dc4e58e9b69de27a90f1c8b6929eda0bbf3e5b
--- /dev/null
+++ b/UCI_N6/aol/runs/glass/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.10810810810810811,
+    "test_acc": 0.07258064516129033,
+    "train_size": 53,
+    "val_size": 37,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                0.012939788679245282,
+                0.04699466943396226,
+                0.04250909433962263,
+                -0.01625201207547179,
+                -0.03750319433962267,
+                -0.18787082075471698,
+                0.06524139433962263,
+                -0.040507150943396124,
+                -0.2307195471698114
+            ]
+        ],
+        "std": [
+            [
+                0.801738486196533,
+                0.8467082620054888,
+                0.9820084649167357,
+                0.9338214241369891,
+                0.8598618475288062,
+                0.3955791139166082,
+                0.8724031270593463,
+                0.8657099216828293,
+                0.7013424696367202
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1662,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/glass/fold_1/result.json b/UCI_N6/aol/runs/glass/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..05839252d5359b0043fca6e5e30b992925a34cd4
--- /dev/null
+++ b/UCI_N6/aol/runs/glass/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.16666666666666666,
+    "test_acc": 0.1297709923664122,
+    "train_size": 53,
+    "val_size": 30,
+    "test_size": 131,
+    "stats": {
+        "mean": [
+            [
+                -0.06851211245283018,
+                -0.15009423962264148,
+                0.02275701132075471,
+                -0.11148559811320762,
+                0.16614626415094338,
+                0.138459841509434,
+                -0.08099267547169811,
+                0.036904622641509635,
+                -0.12809118867924535
+            ]
+        ],
+        "std": [
+            [
+                0.8515731555985958,
+                0.9581970001358434,
+                0.9640671504859841,
+                0.9248622429706228,
+                0.9755758770264732,
+                1.357781655818288,
+                0.8022445220282372,
+                1.1525134057528226,
+                0.8492428385949199
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1662,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/glass/fold_2/result.json b/UCI_N6/aol/runs/glass/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b70356414a84472c5dd509286fb00931110a9736
--- /dev/null
+++ b/UCI_N6/aol/runs/glass/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.38461538461538464,
+    "test_acc": 0.4444444444444444,
+    "train_size": 53,
+    "val_size": 26,
+    "test_size": 135,
+    "stats": {
+        "mean": [
+            [
+                0.17342035830188673,
+                0.10083030188679246,
+                -0.0808434981132076,
+                -0.019653658490565933,
+                -0.19072764905660378,
+                0.02794728113207545,
+                0.12344338867924527,
+                -0.06403424528301871,
+                0.22045922641509424
+            ]
+        ],
+        "std": [
+            [
+                1.2137577085998512,
+                0.8431029761509528,
+                1.0333305367739407,
+                1.0160914345283907,
+                1.0137208401349003,
+                1.2887142840709145,
+                1.1306321303495666,
+                0.9397607053756946,
+                1.2490718777482173
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1662,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/glass/fold_3/result.json b/UCI_N6/aol/runs/glass/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e50f483061f52fcf487a21a6c7b6928631549689
--- /dev/null
+++ b/UCI_N6/aol/runs/glass/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.2857142857142857,
+    "test_acc": 0.3383458646616541,
+    "train_size": 53,
+    "val_size": 28,
+    "test_size": 133,
+    "stats": {
+        "mean": [
+            [
+                -0.09789963037735849,
+                -0.25360606113207534,
+                -0.0009194132075472026,
+                0.04837090226415086,
+                0.10451545471698113,
+                0.3782897773584904,
+                -0.08351155283018871,
+                -0.02570778301886777,
+                0.11976666037735839
+            ]
+        ],
+        "std": [
+            [
+                0.9830235331660265,
+                0.9613168258565478,
+                1.0022618468949342,
+                0.9817559883419383,
+                1.0203488325490284,
+                1.7842263867081236,
+                1.0422858738909424,
+                0.9054813684433138,
+                1.1073266176346976
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1662,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/haberman-survival/fold_0/result.json b/UCI_N6/aol/runs/haberman-survival/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a85441c09c1e18ca73bc3a4076b8ccd72a11c784
--- /dev/null
+++ b/UCI_N6/aol/runs/haberman-survival/fold_0/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.2826086956521739,
+    "test_acc": 0.2608695652173913,
+    "train_size": 76,
+    "val_size": 46,
+    "test_size": 184,
+    "stats": {
+        "mean": [
+            [
+                0.056303715789473636,
+                0.11814425789473684,
+                0.07505885618421046
+            ]
+        ],
+        "std": [
+            [
+                1.071529133459213,
+                0.9640121301272397,
+                1.1153002449883138
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 502,
+    "cert_evals": {
+        "36": 0.260869562625885,
+        "72": 0.260869562625885,
+        "108": 0.260869562625885,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/haberman-survival/fold_1/result.json b/UCI_N6/aol/runs/haberman-survival/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3adcbdfad135338484909814a84865f54c8dd216
--- /dev/null
+++ b/UCI_N6/aol/runs/haberman-survival/fold_1/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8604651162790697,
+    "test_acc": 0.7058823529411765,
+    "train_size": 76,
+    "val_size": 43,
+    "test_size": 187,
+    "stats": {
+        "mean": [
+            [
+                0.10623882105263147,
+                0.09384808421052634,
+                0.007344408815789407
+            ]
+        ],
+        "std": [
+            [
+                1.0605035134671559,
+                1.0869710980458733,
+                1.1078408305262222
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 502,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/haberman-survival/fold_2/result.json b/UCI_N6/aol/runs/haberman-survival/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2982b475cb7ef36b3d460168ce32ecc44b51430d
--- /dev/null
+++ b/UCI_N6/aol/runs/haberman-survival/fold_2/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3018867924528302,
+    "test_acc": 0.2542372881355932,
+    "train_size": 76,
+    "val_size": 53,
+    "test_size": 177,
+    "stats": {
+        "mean": [
+            [
+                0.06604734605263156,
+                -0.015483576315789458,
+                0.01100456263157891
+            ]
+        ],
+        "std": [
+            [
+                1.0531764871263751,
+                0.9959949318361989,
+                0.8640777726923776
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 502,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/haberman-survival/fold_3/result.json b/UCI_N6/aol/runs/haberman-survival/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..298ab4573a25247887df6819e917b5d3e16c2525
--- /dev/null
+++ b/UCI_N6/aol/runs/haberman-survival/fold_3/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7027027027027027,
+    "test_acc": 0.7409326424870466,
+    "train_size": 76,
+    "val_size": 37,
+    "test_size": 193,
+    "stats": {
+        "mean": [
+            [
+                -0.03016957763157897,
+                -0.13291423947368405,
+                0.01283475092105254
+            ]
+        ],
+        "std": [
+            [
+                1.0380766725977404,
+                1.0963438485094303,
+                1.0823191968380823
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 502,
+    "cert_evals": {
+        "36": 0.7409326434135437,
+        "72": 0.7409326434135437,
+        "108": 0.7409326434135437,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hayes-roth/fold_0/result.json b/UCI_N6/aol/runs/hayes-roth/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b33b29065caea6cde03e62e5520c98341cd8cc0
--- /dev/null
+++ b/UCI_N6/aol/runs/hayes-roth/fold_0/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.4117647058823529,
+    "test_acc": 0.37755102040816324,
+    "train_size": 28,
+    "val_size": 34,
+    "test_size": 98,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 513,
+    "cert_evals": {
+        "36": 0.37755101919174194,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hayes-roth/fold_1/result.json b/UCI_N6/aol/runs/hayes-roth/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..92f39fc121e6c0b99e9cf6bf3cb177a8657599ed
--- /dev/null
+++ b/UCI_N6/aol/runs/hayes-roth/fold_1/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.36,
+    "test_acc": 0.3925233644859813,
+    "train_size": 28,
+    "val_size": 25,
+    "test_size": 107,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 513,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hayes-roth/fold_2/result.json b/UCI_N6/aol/runs/hayes-roth/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..62404fd3368f6945ce007037cb3bdddca2afa037
--- /dev/null
+++ b/UCI_N6/aol/runs/hayes-roth/fold_2/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.3557692307692308,
+    "train_size": 28,
+    "val_size": 28,
+    "test_size": 104,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 513,
+    "cert_evals": {
+        "36": 0.35576924681663513,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hayes-roth/fold_3/result.json b/UCI_N6/aol/runs/hayes-roth/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..34aea66b30af010654bf6caee06cb3745fe0c323
--- /dev/null
+++ b/UCI_N6/aol/runs/hayes-roth/fold_3/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.35714285714285715,
+    "test_acc": 0.3942307692307692,
+    "train_size": 28,
+    "val_size": 28,
+    "test_size": 104,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 513,
+    "cert_evals": {
+        "36": 0.39423078298568726,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-cleveland/fold_0/result.json b/UCI_N6/aol/runs/heart-cleveland/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..995073bb7e7660e9ede768586522ec0729fd2d5e
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-cleveland/fold_0/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.5740740740740741,
+    "test_acc": 0.5260115606936416,
+    "train_size": 76,
+    "val_size": 54,
+    "test_size": 173,
+    "stats": {
+        "mean": [
+            [
+                0.025679380263157865,
+                0.06560718421052641,
+                -0.04165710526315796,
+                0.12079876315789474,
+                -0.05836617236842103,
+                0.21103164473684244,
+                0.009953435000000009,
+                -0.04552891578947369,
+                -0.07930921052631572,
+                0.018019449999999958,
+                -0.1633495263157895,
+                0.1490460526315791,
+                0.1173184736842107
+            ]
+        ],
+        "std": [
+            [
+                0.8936682722687875,
+                0.9705101476202265,
+                1.0410809532354568,
+                0.9713482365754217,
+                1.0046131234392313,
+                1.1698900228292355,
+                0.991743905598925,
+                1.063967410026795,
+                0.9653541002995567,
+                0.9670845428420584,
+                0.8530269008877411,
+                1.0419737091060064,
+                0.9887800977718967
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3307,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-cleveland/fold_1/result.json b/UCI_N6/aol/runs/heart-cleveland/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e8f04028691bb41cb98ba44e6f7b40dbedf5961
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-cleveland/fold_1/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.09302325581395349,
+    "test_acc": 0.125,
+    "train_size": 76,
+    "val_size": 43,
+    "test_size": 184,
+    "stats": {
+        "mean": [
+            [
+                -0.2101489736842105,
+                0.09376453947368439,
+                -0.1649965789473685,
+                -0.03545365789473685,
+                -0.1381618,
+                0.02633263157894729,
+                -0.1355152364473684,
+                -0.028272514473684226,
+                0.060729605263158,
+                -0.12137016052631582,
+                0.02882180263157893,
+                -0.062184184210526385,
+                -0.10297684210526317
+            ]
+        ],
+        "std": [
+            [
+                0.9630708106281646,
+                0.9569359106048417,
+                1.0685892850045124,
+                0.9716813782156916,
+                0.8933102337559928,
+                1.0237058396713807,
+                0.987768251139324,
+                1.0505795881681008,
+                1.018728244712418,
+                0.800844776889746,
+                0.9838325491030496,
+                0.9678759361024273,
+                0.9824728943441249
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3307,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-cleveland/fold_2/result.json b/UCI_N6/aol/runs/heart-cleveland/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4e6851efb8ebd00eebe945fbea18958ed7a1c13
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-cleveland/fold_2/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.03508771929824561,
+    "test_acc": 0.047058823529411764,
+    "train_size": 76,
+    "val_size": 57,
+    "test_size": 170,
+    "stats": {
+        "mean": [
+            [
+                0.009666096052631561,
+                0.12192189473684223,
+                -0.04165730263157901,
+                -0.053396460526315796,
+                0.009485552631578952,
+                -0.08448677631578952,
+                -0.12229084131578946,
+                0.029248118421052637,
+                0.0887373684210527,
+                0.14607715657894724,
+                0.007469368421052609,
+                0.13496389473684212,
+                -0.016193828947368444
+            ]
+        ],
+        "std": [
+            [
+                0.991747257977119,
+                0.9423253440641232,
+                1.054702252215874,
+                1.01578753443219,
+                0.912628998922061,
+                0.9070959475884481,
+                0.9828872816770845,
+                1.0215811465249889,
+                1.026781557739585,
+                1.110916508206595,
+                1.0555936285886078,
+                1.1293737151568792,
+                0.9751655205627294
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3307,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-cleveland/fold_3/result.json b/UCI_N6/aol/runs/heart-cleveland/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d72fe2d6b6ad98fd86bfb03c9ea0688e1c332a95
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-cleveland/fold_3/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.10810810810810811,
+    "test_acc": 0.12105263157894737,
+    "train_size": 76,
+    "val_size": 37,
+    "test_size": 190,
+    "stats": {
+        "mean": [
+            [
+                0.009666401315789493,
+                -0.1314943026315789,
+                -0.027953026315789546,
+                -0.017510736842105287,
+                0.14569758815789477,
+                -0.12142657894736847,
+                0.16864663157894735,
+                0.0298232342105263,
+                0.032721842105263264,
+                -0.0567749657894737,
+                -0.14199722368421067,
+                0.050471736842105284,
+                -0.002842618421052697
+            ]
+        ],
+        "std": [
+            [
+                1.037308935092612,
+                1.039536608942455,
+                1.0731491570199134,
+                0.9857713056853448,
+                1.1678879570276746,
+                0.8615768485992676,
+                0.9924490204448371,
+                1.0295305309669156,
+                1.0098342617684068,
+                1.0125711830157138,
+                0.967005700282042,
+                1.1226814635925688,
+                0.9876978299691207
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3307,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-hungarian/fold_0/result.json b/UCI_N6/aol/runs/heart-hungarian/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c5e58566529caafe2d574603a2320659598fdd8
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-hungarian/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.8529411764705882,
+    "test_acc": 0.8021390374331551,
+    "train_size": 73,
+    "val_size": 34,
+    "test_size": 187,
+    "stats": {
+        "mean": [
+            [
+                0.0800741506849315,
+                0.187091506849315,
+                0.14536817123287665,
+                0.057955123287671204,
+                0.007548964931506878,
+                0.0018470410958903167,
+                -0.026523986301369866,
+                -0.07145227945205493,
+                -0.002936657534246297,
+                0.06359038356164397,
+                0.03073776712328766,
+                -0.08100684931506869
+            ]
+        ],
+        "std": [
+            [
+                0.9987991948716954,
+                0.8797143812899805,
+                1.0138369657816542,
+                1.004282733869356,
+                1.1169105950079397,
+                1.0014602608653556,
+                0.9486883864181348,
+                1.0204510052676476,
+                0.9970306548239305,
+                1.1098417855233023,
+                1.0026671671379417,
+                0.8754503895152498
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2762,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-hungarian/fold_1/result.json b/UCI_N6/aol/runs/heart-hungarian/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c90bf905f776b10569be55355a5d4c72aef2962
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-hungarian/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.7435897435897436,
+    "test_acc": 0.7967032967032966,
+    "train_size": 73,
+    "val_size": 39,
+    "test_size": 182,
+    "stats": {
+        "mean": [
+            [
+                -0.03390847945205465,
+                0.1564823287671232,
+                -0.05334468493150675,
+                0.17270156164383563,
+                -0.14544580410958913,
+                -0.10677657534246586,
+                0.03300201369863015,
+                0.11938546301369855,
+                0.026828767123288015,
+                0.11635597260273989,
+                0.11918921917808224,
+                -0.025584246575342404
+            ]
+        ],
+        "std": [
+            [
+                1.015281664085163,
+                0.9028410442013451,
+                1.0337121941577725,
+                0.9152783215528201,
+                0.8308188513709485,
+                0.787052874670898,
+                0.9862292931929137,
+                0.8791726610331962,
+                1.0093946605762534,
+                0.9709004823896129,
+                0.9957071278619543,
+                0.9379507836223181
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2762,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-hungarian/fold_2/result.json b/UCI_N6/aol/runs/heart-hungarian/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc1862b409b22cbf12a3853a307c1d395d4e1919
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-hungarian/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5238095238095238,
+    "test_acc": 0.664804469273743,
+    "train_size": 73,
+    "val_size": 42,
+    "test_size": 179,
+    "stats": {
+        "mean": [
+            [
+                0.14495649315068504,
+                0.003436438356164301,
+                -0.06753834246575333,
+                0.2389838082191781,
+                0.03065915232876712,
+                -0.16108838356164396,
+                0.03300202739726026,
+                0.07263872739726036,
+                0.02682876712328804,
+                -0.04947819178082209,
+                0.0012539315068493056,
+                -0.05725431506849332
+            ]
+        ],
+        "std": [
+            [
+                0.9448396245451279,
+                0.9965626371881349,
+                0.9510883979986018,
+                0.9219475695799935,
+                0.863125052835077,
+                0.6471998892994516,
+                1.0497525444673081,
+                0.9275566360232819,
+                1.0093946605762534,
+                0.8385071156366399,
+                0.992646777404723,
+                0.8922594920555511
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2762,
+    "cert_evals": {
+        "36": 0.6648044586181641,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-hungarian/fold_3/result.json b/UCI_N6/aol/runs/heart-hungarian/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5378aab6658462d161eb7f9985c2fba3bc3d34e0
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-hungarian/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.8863636363636364,
+    "test_acc": 0.7570621468926554,
+    "train_size": 73,
+    "val_size": 44,
+    "test_size": 177,
+    "stats": {
+        "mean": [
+            [
+                0.03448108219178094,
+                0.03404561643835607,
+                0.2021428561643836,
+                -0.012603835616438326,
+                0.012083080821917778,
+                0.0018470410958903595,
+                0.03300201369863012,
+                -0.05440366712328782,
+                0.14589046575342487,
+                0.0786663835616438,
+                0.13393120547945203,
+                -0.05725438356164386
+            ]
+        ],
+        "std": [
+            [
+                0.9357023656034743,
+                0.98044976884177,
+                0.9447129008604433,
+                0.8618425109620811,
+                1.2011825380327528,
+                1.0014602608653553,
+                0.986229293192914,
+                0.847254895689431,
+                1.0489937022040874,
+                1.0096312619774381,
+                1.0380236400472438,
+                0.844840730482065
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2762,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-switzerland/fold_0/result.json b/UCI_N6/aol/runs/heart-switzerland/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ab1c1a0ab21f6dc6038c41317c489902fb540ae
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-switzerland/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3888888888888889,
+    "test_acc": 0.22972972972972974,
+    "train_size": 31,
+    "val_size": 18,
+    "test_size": 74,
+    "stats": {
+        "mean": [
+            [
+                -0.03867648709677418,
+                0.061165483870967645,
+                -0.031605645161290254,
+                -0.04727649354838697,
+                0.12035961290322578,
+                0.10471612903225812,
+                0.10948048064516128,
+                0.21947058064516128,
+                0.24267312903225804,
+                0.146339935483871,
+                0.09546838709677423,
+                -0.14905170967741943
+            ]
+        ],
+        "std": [
+            [
+                1.1959209887023292,
+                0.8952513255013157,
+                1.0680537841920705,
+                1.1526431663263934,
+                1.2389629579337629,
+                1.0370364433639812,
+                0.8482163286791152,
+                0.998704338537551,
+                0.823971907762666,
+                0.9616527651367163,
+                1.172612838656165,
+                1.0452475193168111
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2837,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-switzerland/fold_1/result.json b/UCI_N6/aol/runs/heart-switzerland/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..05911a976c028fbca98b619c60bf5a2413f180b7
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-switzerland/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.1111111111111111,
+    "test_acc": 0.28378378378378377,
+    "train_size": 31,
+    "val_size": 18,
+    "test_size": 74,
+    "stats": {
+        "mean": [
+            [
+                0.38275906451612907,
+                -0.056386774193548456,
+                0.015231451612903284,
+                0.016496377419354898,
+                0.2830434193548386,
+                -0.059711161290322494,
+                0.04518695483870968,
+                -0.039474967741935506,
+                0.10301854838709676,
+                -0.043132193548387085,
+                0.0954683870967742,
+                -0.026422451612903276
+            ]
+        ],
+        "std": [
+            [
+                0.8537728993403316,
+                1.0773842413872565,
+                0.9891428503533505,
+                0.8244718913923468,
+                1.4910217148161218,
+                1.0016724276385454,
+                0.8092921347980535,
+                0.9902763031378431,
+                0.9512021337497041,
+                1.1112826701924636,
+                1.172612838656165,
+                1.014523633801689
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2837,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-switzerland/fold_2/result.json b/UCI_N6/aol/runs/heart-switzerland/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5353963aa7f4c1287a6d8dfa4b0ed9570e01d628
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-switzerland/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.2916666666666667,
+    "test_acc": 0.19117647058823528,
+    "train_size": 31,
+    "val_size": 24,
+    "test_size": 68,
+    "stats": {
+        "mean": [
+            [
+                0.1363268064516129,
+                0.06116548387096767,
+                -0.07844332258064517,
+                0.28318253870967747,
+                0.12035961290322578,
+                -0.00490193548387092,
+                -0.09028977096774195,
+                -0.16894774193548387,
+                -0.07077383870967743,
+                -0.23260409677419347,
+                -0.0015777419354838426,
+                -0.12861274193548392
+            ]
+        ],
+        "std": [
+            [
+                0.9985620954632528,
+                0.8952513255013155,
+                0.7865317101247931,
+                0.8496477832825274,
+                1.2389629579337627,
+                0.8129502811517081,
+                0.9201252610360474,
+                0.960195792094272,
+                0.7788574621968283,
+                0.922011584077965,
+                1.0630870797904943,
+                0.9101297422084665
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2837,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-switzerland/fold_3/result.json b/UCI_N6/aol/runs/heart-switzerland/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..08e4d59faf96eba0a0bc0e6d3774813f3f9afb0b
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-switzerland/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 56,
+    "best_val_acc": 0.2857142857142857,
+    "test_acc": 0.1794871794871795,
+    "train_size": 31,
+    "val_size": 14,
+    "test_size": 78,
+    "stats": {
+        "mean": [
+            [
+                0.06132570967741941,
+                -0.05638677419354848,
+                -0.03160587096774191,
+                -0.08206108387096776,
+                0.1203596129032258,
+                0.21433419354838715,
+                0.08651870322580645,
+                0.08999780645161289,
+                0.000605741935483859,
+                -0.11892112903225804,
+                0.19251451612903228,
+                -0.09795603225806457
+            ]
+        ],
+        "std": [
+            [
+                1.1796944897022907,
+                1.0773842413872565,
+                1.002361426374151,
+                1.2266934302261872,
+                1.2389629579337627,
+                1.2107719727384119,
+                1.1761632862640778,
+                1.0028917964777728,
+                0.9746182884484196,
+                1.026652327670446,
+                1.4781625990241394,
+                1.0351077769123456
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2837,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-va/fold_0/result.json b/UCI_N6/aol/runs/heart-va/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ddb6f84038f672b3fcb83fff59baca3cd48568f
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-va/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.24324324324324326,
+    "test_acc": 0.23008849557522124,
+    "train_size": 50,
+    "val_size": 37,
+    "test_size": 113,
+    "stats": {
+        "mean": [
+            [
+                0.12417273199999997,
+                0.05847433999999993,
+                0.11939195999999985,
+                0.13652684859999997,
+                0.169332294,
+                -0.08422980000000006,
+                -0.051211000000000055,
+                -0.025999581999999997,
+                -0.10986361999999993,
+                0.02611757999999999,
+                0.18437666399999986,
+                -0.16063424000000026
+            ]
+        ],
+        "std": [
+            [
+                1.0375983940843654,
+                0.8186406200000009,
+                0.906257232351079,
+                0.9850972422932538,
+                0.9999215189422874,
+                0.964959379692824,
+                0.9368765586228528,
+                0.926118336928491,
+                0.985877688928741,
+                0.8984566513475283,
+                1.109014128975748,
+                0.8047660315047241
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2837,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-va/fold_1/result.json b/UCI_N6/aol/runs/heart-va/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2b3634f2b98af6b8fb58c349aac0d0b428a361c
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-va/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.16666666666666666,
+    "test_acc": 0.225,
+    "train_size": 50,
+    "val_size": 30,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                -0.10881117199999998,
+                0.17542300000000016,
+                0.21993213999999972,
+                -0.08821109999999997,
+                0.13781262600000002,
+                0.08422731999999994,
+                0.00731520000000001,
+                -0.12721317799999998,
+                -0.30961252,
+                -0.25667714,
+                -0.17580066800000008,
+                -0.02059391999999999
+            ]
+        ],
+        "std": [
+            [
+                0.9929893928858932,
+                1.0,
+                0.8501447398821216,
+                1.0656963957883359,
+                1.0325714366151477,
+                1.022085030499879,
+                0.9621289169237981,
+                1.0393960665815958,
+                0.9317809815586118,
+                0.8468928172805285,
+                0.9604725295714901,
+                0.9867682179778366
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2837,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-va/fold_2/result.json b/UCI_N6/aol/runs/heart-va/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..554830dcc47fe6d9a240dd241d7105a6bb4d5efc
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-va/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.3333333333333333,
+    "test_acc": 0.1951219512195122,
+    "train_size": 50,
+    "val_size": 27,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                0.15233571999999998,
+                0.05847433999999995,
+                0.11939203999999982,
+                -0.012556939999999935,
+                0.15528536399999998,
+                -0.042115520000000004,
+                0.06584127999999993,
+                0.009825086000000021,
+                0.16978484000000008,
+                0.05313653999999998,
+                0.04716622799999987,
+                0.15239717999999963
+            ]
+        ],
+        "std": [
+            [
+                0.9466778160837978,
+                0.8186406200000006,
+                0.794839780092792,
+                1.0183639969617624,
+                0.9927764037429706,
+                0.982265363064182,
+                1.1062072213290066,
+                0.982147212242076,
+                0.9915274640582656,
+                1.040558924765334,
+                1.0326448287754921,
+                1.138945356222443
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2837,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/heart-va/fold_3/result.json b/UCI_N6/aol/runs/heart-va/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..53ed66b0dd7a786c4e6bdef11f1a17a26f742047
--- /dev/null
+++ b/UCI_N6/aol/runs/heart-va/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.3,
+    "test_acc": 0.26666666666666666,
+    "train_size": 50,
+    "val_size": 30,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                -0.07040700000000005,
+                0.17542300000000016,
+                0.14452675999999975,
+                0.06532269999999997,
+                -0.19794047999999992,
+                -0.08422980000000009,
+                -0.16826343999999985,
+                0.010868634000000012,
+                0.009985720000000033,
+                -0.009907080000000006,
+                -0.10719553600000013,
+                -0.08649541999999996
+            ]
+        ],
+        "std": [
+            [
+                1.2049567103246417,
+                1.0,
+                0.9024156133740057,
+                0.9721589400778301,
+                0.9497444006039201,
+                0.964959379692824,
+                0.920277085388703,
+                0.9840113193010918,
+                0.9979451845458254,
+                1.0793938409678105,
+                0.9369066157621472,
+                0.9024286546800494
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2837,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hepatitis/fold_0/result.json b/UCI_N6/aol/runs/hepatitis/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f6545790d34aa4494c24d5742eafa3827195324
--- /dev/null
+++ b/UCI_N6/aol/runs/hepatitis/fold_0/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.8064516129032258,
+    "train_size": 39,
+    "val_size": 23,
+    "test_size": 93,
+    "stats": {
+        "mean": [
+            [
+                -0.07305103333333338,
+                -0.25417620512820527,
+                -0.0684997948717948,
+                0.002734846153846289,
+                -0.27956964102564097,
+                0.043173205128205175,
+                -0.08607384615384614,
+                0.058396666666666625,
+                0.06670830769230766,
+                -0.04725699999999998,
+                0.016169358974358995,
+                -0.02457512820512817,
+                0.0025034871794872037,
+                -0.027701887179487183,
+                -0.15169055846153845,
+                -0.0886186358974359,
+                -0.07013070256410256,
+                0.1575872743589744,
+                -0.1341903076923079
+            ]
+        ],
+        "std": [
+            [
+                0.7065121639768482,
+                0.5178280049962226,
+                1.0644445404981495,
+                0.9941527427588283,
+                0.9460715809412041,
+                1.0610130501194135,
+                1.1425568971679159,
+                0.9324615341247179,
+                0.946176852270342,
+                0.9924710852804189,
+                0.9714365294574488,
+                0.9824999787091323,
+                0.9634407063351287,
+                0.8415828453559291,
+                0.8432379274259605,
+                0.6407479822535036,
+                0.9523942193593046,
+                1.0530325526231488,
+                0.9744402928447131
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 6766,
+    "cert_evals": {
+        "36": 0.8064516186714172,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hepatitis/fold_1/result.json b/UCI_N6/aol/runs/hepatitis/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd9e9553352f6ba6a6027da0c35737af0ac01f27
--- /dev/null
+++ b/UCI_N6/aol/runs/hepatitis/fold_1/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.8846153846153846,
+    "test_acc": 0.7666666666666667,
+    "train_size": 39,
+    "val_size": 26,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                -0.11794246410256407,
+                -0.08617061538461546,
+                0.18073612820512838,
+                0.002734846153846107,
+                -0.01757938461538464,
+                -0.10891841025641022,
+                -0.26475346153846147,
+                -0.16237000000000007,
+                -0.13763476923076928,
+                0.0032585384615384802,
+                -0.12308166666666664,
+                -0.13340641025641017,
+                -0.052936256410256344,
+                -0.1222803846153846,
+                -0.12690142128205126,
+                -0.21492274871794878,
+                -0.0701304769230769,
+                -0.19038912820512827,
+                -0.03147528205128203
+            ]
+        ],
+        "std": [
+            [
+                0.9308482815868492,
+                0.8729826521744097,
+                0.9562346989313699,
+                0.9941527427588275,
+                1.0687148745897885,
+                1.082595260131678,
+                1.2147882026120127,
+                1.1445852172148068,
+                1.1192331270078257,
+                1.0668209925491146,
+                1.0726249795408656,
+                1.1491882555748711,
+                1.1143257286511818,
+                0.9024022721027672,
+                0.9826150523838478,
+                0.6405176575741821,
+                1.0834147839386958,
+                1.0210323203399736,
+                0.9932070287924958
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 6766,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hepatitis/fold_2/result.json b/UCI_N6/aol/runs/hepatitis/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0acf463813934d65a53836d436c6438c772a6a54
--- /dev/null
+++ b/UCI_N6/aol/runs/hepatitis/fold_2/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.7777777777777778,
+    "test_acc": 0.7959183673469388,
+    "train_size": 39,
+    "val_size": 18,
+    "test_size": 98,
+    "stats": {
+        "mean": [
+            [
+                0.25751469999999993,
+                -0.0021678205128206176,
+                -0.16819412820512808,
+                -0.13856787179487162,
+                -0.22717153846153848,
+                -0.05822148717948713,
+                -0.026513846153846145,
+                -0.07406333333333337,
+                0.025839692307692258,
+                -0.04725692307692307,
+                0.016169487179487147,
+                -0.13340641025641015,
+                -0.052936256410256344,
+                -0.040312646153846145,
+                0.10239844307692307,
+                0.13277096923076923,
+                0.021281615384615406,
+                -0.028776703589743616,
+                0.019882230769230784
+            ]
+        ],
+        "std": [
+            [
+                1.005461160498127,
+                0.9939344729297802,
+                0.9562346989313698,
+                1.1126187137474748,
+                0.8609878396947588,
+                0.9804372857666263,
+                0.9786685591250096,
+                0.9813568775708227,
+                0.946176852270342,
+                1.0881358642498125,
+                1.054392008519234,
+                1.1491882555748716,
+                1.1143257286511812,
+                0.6571748166650522,
+                0.9244222305036086,
+                1.0717140331590138,
+                0.8996151755406562,
+                0.9261613145039079,
+                0.998504170514703
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 6766,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hepatitis/fold_3/result.json b/UCI_N6/aol/runs/hepatitis/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f0bd0757d57081faa7dfc9dc425bff6368cb45c
--- /dev/null
+++ b/UCI_N6/aol/runs/hepatitis/fold_3/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.8461538461538461,
+    "test_acc": 0.7777777777777778,
+    "train_size": 39,
+    "val_size": 26,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                -0.07509134615384613,
+                -0.17017341025641036,
+                0.13088894871794884,
+                0.1440375641025641,
+                -0.12237543589743595,
+                -0.05822148717948713,
+                0.1521657692307693,
+                0.1467033333333333,
+                0.10757692307692303,
+                0.003258384615384635,
+                0.06258628205128201,
+                -0.13340641025641015,
+                0.057943230769230816,
+                0.03955354102564104,
+                0.16271944128205126,
+                0.026228858974358962,
+                0.12825329743589742,
+                -0.037512437692307686,
+                0.2253122820512821
+            ]
+        ],
+        "std": [
+            [
+                0.9881800818586763,
+                0.7226193648278391,
+                0.9639985722278488,
+                0.835958152953438,
+                0.9195820679374928,
+                0.9804372857666264,
+                0.8380816839591891,
+                0.797209189164857,
+                0.8727148090274184,
+                0.8602473119915564,
+                0.8683835140087598,
+                0.9266649753751967,
+                0.7801070627641344,
+                0.8750146780135224,
+                1.0473279879316608,
+                0.8897406999004371,
+                0.8705306469748111,
+                0.8788094464260305,
+                0.9932070287924956
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 6766,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hill-valley/fold_0/result.json b/UCI_N6/aol/runs/hill-valley/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfc4f5403801a42527dff9f46d76bd1b9f72c421
--- /dev/null
+++ b/UCI_N6/aol/runs/hill-valley/fold_0/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.5873015873015873,
+    "test_acc": 0.46875,
+    "train_size": 606,
+    "val_size": 126,
+    "test_size": 480,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 181402,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hill-valley/fold_1/result.json b/UCI_N6/aol/runs/hill-valley/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..adaff560f4dfe34a8b762766f478a1e0fb1761da
--- /dev/null
+++ b/UCI_N6/aol/runs/hill-valley/fold_1/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.5371900826446281,
+    "test_acc": 0.5175257731958763,
+    "train_size": 606,
+    "val_size": 121,
+    "test_size": 485,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 181402,
+    "cert_evals": {
+        "36": 0.055670104920864105,
+        "72": 0.020618557929992676,
+        "108": 0.002061855746433139,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hill-valley/fold_2/result.json b/UCI_N6/aol/runs/hill-valley/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6e4af016f0b2f2d8960d08062f4432039d04951
--- /dev/null
+++ b/UCI_N6/aol/runs/hill-valley/fold_2/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.5416666666666666,
+    "test_acc": 0.5061728395061729,
+    "train_size": 606,
+    "val_size": 120,
+    "test_size": 486,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 181402,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/hill-valley/fold_3/result.json b/UCI_N6/aol/runs/hill-valley/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b03da1a72e5ba78d2a77ad762c13fa9f88612fd
--- /dev/null
+++ b/UCI_N6/aol/runs/hill-valley/fold_3/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.6228070175438597,
+    "test_acc": 0.4959349593495935,
+    "train_size": 606,
+    "val_size": 114,
+    "test_size": 492,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 181402,
+    "cert_evals": {
+        "36": 0.030487803742289543,
+        "72": 0.008130080997943878,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/horse-colic/fold_0/result.json b/UCI_N6/aol/runs/horse-colic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..527ba48d0448f1c1807fb6af8e6171c1fddf1ea3
--- /dev/null
+++ b/UCI_N6/aol/runs/horse-colic/fold_0/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.8333333333333334,
+    "test_acc": 0.717948717948718,
+    "train_size": 68,
+    "val_size": 66,
+    "test_size": 234,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11602,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/horse-colic/fold_1/result.json b/UCI_N6/aol/runs/horse-colic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..29771319c0009b274c10db471e5ed56e2b258fec
--- /dev/null
+++ b/UCI_N6/aol/runs/horse-colic/fold_1/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.6527777777777778,
+    "test_acc": 0.631578947368421,
+    "train_size": 68,
+    "val_size": 72,
+    "test_size": 228,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11602,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/horse-colic/fold_2/result.json b/UCI_N6/aol/runs/horse-colic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5059377fe9080de256f7f0f7eec5a62dbdb952df
--- /dev/null
+++ b/UCI_N6/aol/runs/horse-colic/fold_2/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.7679324894514767,
+    "train_size": 68,
+    "val_size": 63,
+    "test_size": 237,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11602,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/horse-colic/fold_3/result.json b/UCI_N6/aol/runs/horse-colic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fdd6c1e4985aa384d9a5a7461bc4403b4a70060d
--- /dev/null
+++ b/UCI_N6/aol/runs/horse-colic/fold_3/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.34,
+    "test_acc": 0.368,
+    "train_size": 68,
+    "val_size": 50,
+    "test_size": 250,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11602,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ilpd-indian-liver/fold_0/result.json b/UCI_N6/aol/runs/ilpd-indian-liver/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5781b0e3fc1e137f27ed109a08e0704380fba083
--- /dev/null
+++ b/UCI_N6/aol/runs/ilpd-indian-liver/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.7209302325581395,
+    "test_acc": 0.7207977207977208,
+    "train_size": 146,
+    "val_size": 86,
+    "test_size": 351,
+    "stats": {
+        "mean": [
+            [
+                -0.04947167191780823,
+                -0.00829989520547949,
+                0.0029959439041094614,
+                0.043865143424657534,
+                -0.02727346465753423,
+                0.06000245376712337,
+                0.18081108150684932,
+                0.13766838972602727,
+                0.07700867876712333
+            ]
+        ],
+        "std": [
+            [
+                1.0220386211163874,
+                0.9305248911517027,
+                1.0317627748416793,
+                1.0430349333459359,
+                0.6968608763678219,
+                1.4666603089790804,
+                0.976649603737411,
+                0.9779410793607819,
+                1.0045141661622095
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ilpd-indian-liver/fold_1/result.json b/UCI_N6/aol/runs/ilpd-indian-liver/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..32fe49d4823e03fd513477e0004ccf7ea3da0f02
--- /dev/null
+++ b/UCI_N6/aol/runs/ilpd-indian-liver/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.7971014492753623,
+    "test_acc": 0.6902173913043478,
+    "train_size": 146,
+    "val_size": 69,
+    "test_size": 368,
+    "stats": {
+        "mean": [
+            [
+                0.023718123972602808,
+                -0.005873168493150683,
+                0.03226138232876717,
+                0.04699460315068498,
+                0.05445175945205481,
+                -0.012896076027397266,
+                0.006021310958904103,
+                -0.03022427397260268,
+                0.024170888356164395
+            ]
+        ],
+        "std": [
+            [
+                0.9837490979337397,
+                0.9321175505257335,
+                1.0715555930063725,
+                0.9529710623514904,
+                1.1810113146612142,
+                0.7086815710476746,
+                1.0423446624153474,
+                1.010859445699408,
+                1.0504905455411107
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ilpd-indian-liver/fold_2/result.json b/UCI_N6/aol/runs/ilpd-indian-liver/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4c00203c698f21e2e18c1a1736a3895029cf291
--- /dev/null
+++ b/UCI_N6/aol/runs/ilpd-indian-liver/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 48,
+    "best_val_acc": 0.625,
+    "test_acc": 0.5558739255014327,
+    "train_size": 146,
+    "val_size": 88,
+    "test_size": 349,
+    "stats": {
+        "mean": [
+            [
+                -0.06850946301369858,
+                -0.0660989635342466,
+                -0.043828577945205456,
+                -0.023010099041095942,
+                0.006519339726027369,
+                -0.025199812328767113,
+                -0.0009198609589041257,
+                -0.051749036301369795,
+                -0.1729785705479453
+            ]
+        ],
+        "std": [
+            [
+                0.960568795724854,
+                0.7317880619730879,
+                0.8532176637131939,
+                0.846889651522413,
+                0.8393088412983767,
+                0.6466602014941917,
+                1.025247253115212,
+                1.0319261806513593,
+                0.9884325003029147
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.005730659235268831,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ilpd-indian-liver/fold_3/result.json b/UCI_N6/aol/runs/ilpd-indian-liver/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..defa4ff54f73cae24c38e2cc3ccd4568f67ef480
--- /dev/null
+++ b/UCI_N6/aol/runs/ilpd-indian-liver/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.75,
+    "test_acc": 0.7025495750708215,
+    "train_size": 146,
+    "val_size": 84,
+    "test_size": 353,
+    "stats": {
+        "mean": [
+            [
+                0.10156164794520553,
+                0.11148967165753422,
+                0.14932299390410964,
+                -0.06575168465753424,
+                0.08565644520547948,
+                0.041416027397260274,
+                0.12780630068493154,
+                0.0825649349315068,
+                0.027512271917808223
+            ]
+        ],
+        "std": [
+            [
+                0.9791992181077636,
+                1.0803158704678002,
+                1.2337654004282645,
+                0.900953545319748,
+                1.161354860471408,
+                0.8045626472841879,
+                0.9144661645250372,
+                1.0285214362372226,
+                1.0463698865975202
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/image-segmentation/fold_0/result.json b/UCI_N6/aol/runs/image-segmentation/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3111e09739c65ad001fd12c784af12b83c8f31c1
--- /dev/null
+++ b/UCI_N6/aol/runs/image-segmentation/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.94,
+    "test_acc": 0.9125,
+    "train_size": 2100,
+    "val_size": 50,
+    "test_size": 160,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6271,
+    "cert_evals": {
+        "36": 0.84375,
+        "72": 0.762499988079071,
+        "108": 0.675000011920929,
+        "255": 0.3375000059604645
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/image-segmentation/fold_1/result.json b/UCI_N6/aol/runs/image-segmentation/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a293b8f2ae5ae822e5cf32c883829cd67287f977
--- /dev/null
+++ b/UCI_N6/aol/runs/image-segmentation/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.8723404255319149,
+    "test_acc": 0.7668711656441718,
+    "train_size": 2100,
+    "val_size": 47,
+    "test_size": 163,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6271,
+    "cert_evals": {
+        "36": 0.6625766754150391,
+        "72": 0.42944782972335815,
+        "108": 0.3680981397628784,
+        "255": 0.30061349272727966
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/image-segmentation/fold_2/result.json b/UCI_N6/aol/runs/image-segmentation/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ef190bf245b6c32bf0f1de5964a17183982bd5d
--- /dev/null
+++ b/UCI_N6/aol/runs/image-segmentation/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 42,
+    "best_val_acc": 0.9302325581395349,
+    "test_acc": 0.8982035928143712,
+    "train_size": 2100,
+    "val_size": 43,
+    "test_size": 167,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6271,
+    "cert_evals": {
+        "36": 0.8083832859992981,
+        "72": 0.6946108341217041,
+        "108": 0.6107784509658813,
+        "255": 0.359281450510025
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/image-segmentation/fold_3/result.json b/UCI_N6/aol/runs/image-segmentation/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbb39720d8991c413031030a6a52d60d41f041b9
--- /dev/null
+++ b/UCI_N6/aol/runs/image-segmentation/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.8333333333333334,
+    "train_size": 2100,
+    "val_size": 36,
+    "test_size": 174,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6271,
+    "cert_evals": {
+        "36": 0.7471264600753784,
+        "72": 0.6724137663841248,
+        "108": 0.5862069129943848,
+        "255": 0.2931034564971924
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ionosphere/fold_0/result.json b/UCI_N6/aol/runs/ionosphere/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f7e8616fa8fc40e9d14cc52a0a3958c3e7fe9c3
--- /dev/null
+++ b/UCI_N6/aol/runs/ionosphere/fold_0/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 42,
+    "best_val_acc": 0.8723404255319149,
+    "test_acc": 0.9212962962962963,
+    "train_size": 88,
+    "val_size": 47,
+    "test_size": 216,
+    "stats": {
+        "mean": [
+            [
+                -0.053792624999999955,
+                0.11437863863636365,
+                -0.09784573977272727,
+                0.037641697727272765,
+                0.03979244659090908,
+                -0.022637212499999986,
+                -0.03695475681818172,
+                -0.03367938977272729,
+                -0.021329492045454524,
+                -0.09884267272727273,
+                0.035718605681818186,
+                0.06464764249999998,
+                -0.019363167613636392,
+                -0.05855647840909092,
+                -0.09749018068181807,
+                -0.038717673863636344,
+                -0.20421359857954527,
+                -0.07935669659090909,
+                -0.1400404538977272,
+                0.02510688295454545,
+                -0.037117688954545446,
+                0.033973999999999976,
+                -0.1653208722727273,
+                0.005757295454545449,
+                -0.1324492284090909,
+                -0.08898458409090908,
+                -0.05795820443181821,
+                -0.02483663102272733,
+                -0.08507457556818178,
+                0.08867289204545453,
+                -0.04576606920454543,
+                0.02797571125000001,
+                -0.0760243448863635
+            ]
+        ],
+        "std": [
+            [
+                1.0628766820372375,
+                0.7507239967772006,
+                1.0291396537758577,
+                0.8884938256308751,
+                0.9340022757733981,
+                0.913837455075107,
+                0.9736609191811407,
+                0.9876988868200146,
+                1.0170932036566493,
+                0.9930860356859771,
+                0.9548850329366211,
+                0.9223725518038193,
+                0.8913550898838349,
+                1.0187510679778873,
+                1.017494178014936,
+                1.0307802521113834,
+                0.975629252171648,
+                1.0218068809970482,
+                0.9797731524500652,
+                0.9502446255339264,
+                0.9112949974613238,
+                0.9538996196640592,
+                0.8900589740016208,
+                0.9778636762599577,
+                0.9154522749390646,
+                1.05891815419685,
+                0.9349516698212756,
+                1.028413342097531,
+                1.0174809086582552,
+                0.8603550537251974,
+                0.9177215824920913,
+                0.9334496357023497,
+                0.9708996223344086
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20066,
+    "cert_evals": {
+        "36": 0.7083333134651184,
+        "72": 0.09259259700775146,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ionosphere/fold_1/result.json b/UCI_N6/aol/runs/ionosphere/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b2cccb22013a85b00d29ce7bf87b4601b4d822f
--- /dev/null
+++ b/UCI_N6/aol/runs/ionosphere/fold_1/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.8909090909090909,
+    "test_acc": 0.8125,
+    "train_size": 88,
+    "val_size": 55,
+    "test_size": 208,
+    "stats": {
+        "mean": [
+            [
+                -0.05379262500000004,
+                0.057230188340909066,
+                -0.12594148852272724,
+                -0.0657140477272727,
+                0.03683578340909091,
+                -0.019606631818181786,
+                -0.060358038636363666,
+                0.04340084659090913,
+                -0.0891362948863636,
+                0.11950643409090907,
+                -0.0431416420454545,
+                0.015000489886363617,
+                0.006661120113636418,
+                0.05273973636363641,
+                0.015397984090909127,
+                0.014861920909090958,
+                0.1809429574999999,
+                0.08595570852272723,
+                0.06362748978409093,
+                0.013652813181818213,
+                0.08379081831818179,
+                0.012709255681818172,
+                0.05176218068181814,
+                -0.0808674875,
+                0.0755702415909092,
+                0.018801221590909037,
+                0.00032548409090908274,
+                -0.044570049999999944,
+                -0.06261137522727273,
+                -0.029789787386363672,
+                0.05672472590909099,
+                0.07217833522727275,
+                -0.1547468361363635
+            ]
+        ],
+        "std": [
+            [
+                1.062876682037237,
+                0.9307820453086587,
+                1.0773699872895335,
+                1.0440681513418153,
+                0.8335723077848519,
+                1.0288328270221063,
+                1.012134427705991,
+                0.9381625016034029,
+                1.0351171735867382,
+                0.8413129464522849,
+                0.957745165443786,
+                0.996483818815002,
+                1.0520779681632726,
+                0.9017607688663065,
+                0.9016249527670053,
+                0.9886646202839675,
+                0.948531710759369,
+                0.9429119629240612,
+                0.9771648840049503,
+                1.0130626800360227,
+                0.9206929443124036,
+                1.0062206389304456,
+                0.9740332111643196,
+                1.0276361536986764,
+                1.004938887359179,
+                0.9916060965398966,
+                1.0389805297776586,
+                0.9937147733197984,
+                0.9550117277666471,
+                1.045048464961226,
+                0.9419333165833579,
+                0.9692634514790782,
+                0.8827267306674739
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20066,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ionosphere/fold_2/result.json b/UCI_N6/aol/runs/ionosphere/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bebaba683ec86e990cfe651654ead92d2634d2bf
--- /dev/null
+++ b/UCI_N6/aol/runs/ionosphere/fold_2/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.8813559322033898,
+    "test_acc": 0.9215686274509803,
+    "train_size": 88,
+    "val_size": 59,
+    "test_size": 204,
+    "stats": {
+        "mean": [
+            [
+                -0.1268343749999996,
+                0.03819893595454546,
+                -0.011457272727272726,
+                0.05116481477272727,
+                -0.0830110590909092,
+                0.047313343863636344,
+                0.10252151931818183,
+                0.1333957454545454,
+                0.05029393693181818,
+                0.04156139318181821,
+                -0.001252886136363645,
+                -0.02304269772727273,
+                -0.028127184431818178,
+                0.09080393977272729,
+                0.051952362500000016,
+                0.026424043636363623,
+                0.004673466193181796,
+                0.08743039488636364,
+                -0.026571849534090915,
+                0.14150050181818186,
+                0.03335016056818166,
+                0.12982050340909096,
+                0.16414423761363636,
+                0.09544092727272725,
+                -0.013555443181818177,
+                0.13096514511363633,
+                0.08380314419318177,
+                0.11039518400000002,
+                0.10956971738636363,
+                0.16996981363636354,
+                0.20297531795454554,
+                0.13073818977272728,
+                0.22886673897727264
+            ]
+        ],
+        "std": [
+            [
+                1.1403639563737902,
+                0.9669190187863775,
+                0.9172167629719893,
+                0.8606790311963011,
+                0.9989705798429368,
+                0.9373035431734378,
+                0.9209352640839872,
+                0.8488345605516046,
+                0.8825266596197384,
+                0.9437597259890439,
+                0.8884696173398924,
+                1.0048586652940763,
+                0.9550518112139788,
+                0.9614986333459294,
+                0.9194447344313414,
+                0.9950631727543465,
+                0.9784728631967848,
+                0.9580770253420143,
+                0.9232846642295484,
+                0.9004257495362915,
+                0.9845719410626651,
+                0.9096258762479161,
+                0.9598729860189827,
+                0.9018492624900448,
+                0.9747064152086655,
+                0.8917378557660298,
+                1.0112826407608113,
+                0.9771390659506771,
+                0.934094299138346,
+                0.9171760631839044,
+                0.9408030802675159,
+                0.9489033599031296,
+                0.9833308046410482
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20066,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ionosphere/fold_3/result.json b/UCI_N6/aol/runs/ionosphere/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..463f40325dca8f16012bce394db06fe6b512a82a
--- /dev/null
+++ b/UCI_N6/aol/runs/ionosphere/fold_3/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.9074074074074074,
+    "test_acc": 0.8660287081339713,
+    "train_size": 88,
+    "val_size": 54,
+    "test_size": 209,
+    "stats": {
+        "mean": [
+            [
+                -0.05379262500000004,
+                0.08337084420454545,
+                0.012367452272727331,
+                -0.10430459318181814,
+                -0.04320599500000006,
+                -0.02125417613636366,
+                0.13601533749999994,
+                0.08083362500000006,
+                0.04508737613636362,
+                0.06580848409090917,
+                -0.04573462613636365,
+                -0.11163381636363634,
+                -0.08390394295454544,
+                -0.08376589772727273,
+                -0.044872403409090926,
+                -0.0040415840909091135,
+                -0.08072537250000003,
+                0.09002621590909089,
+                -0.162396136590909,
+                -0.039994314090909096,
+                -0.10034994406818182,
+                -0.025718289772727287,
+                -0.07362233545454551,
+                0.15139177386363645,
+                -0.09483327613636364,
+                0.035840585227272695,
+                0.10623734090909087,
+                0.16713354263636365,
+                -0.09824181704545455,
+                -0.02187183522727274,
+                -0.02442285272727274,
+                -0.04313826136363642,
+                0.1828973070454546
+            ]
+        ],
+        "std": [
+            [
+                1.062876682037237,
+                0.9490576864105106,
+                0.9875219449564684,
+                1.1736996169419784,
+                1.085283557408111,
+                1.0964938389858863,
+                1.0087899511657812,
+                1.0744821220114844,
+                1.0108692257357619,
+                1.0627108745057163,
+                1.0442983244440271,
+                1.1469962087719372,
+                1.0331323404442145,
+                1.1049553685537077,
+                1.023216090225595,
+                1.0297914379913535,
+                1.0415403651865944,
+                1.0022218327408114,
+                1.0389078436934174,
+                1.0658270934057976,
+                1.0847302652617432,
+                1.0404853997786638,
+                1.050257290760166,
+                0.893199357426146,
+                1.0313013612091906,
+                0.9776385188820035,
+                1.0220555587416027,
+                0.8817940384222789,
+                1.0763521420836772,
+                1.0347943476784296,
+                1.1267168423195861,
+                1.0726159506205808,
+                1.1123266143540387
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20066,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/iris/fold_0/result.json b/UCI_N6/aol/runs/iris/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc8b84b870ea097d012d7ec0886bd0496f8abdd8
--- /dev/null
+++ b/UCI_N6/aol/runs/iris/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3333333333333333,
+    "test_acc": 0.33695652173913043,
+    "train_size": 37,
+    "val_size": 21,
+    "test_size": 92,
+    "stats": {
+        "mean": [
+            [
+                -0.06538616216216218,
+                0.037524162162162124,
+                -0.05163069459459464,
+                -0.05491507459459471
+            ]
+        ],
+        "std": [
+            [
+                0.9148870367317358,
+                1.0881966465526376,
+                0.9955337168703222,
+                0.9789290060304676
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/iris/fold_1/result.json b/UCI_N6/aol/runs/iris/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b9d2b4805685024c81a8d847001dd2b1fa73b32
--- /dev/null
+++ b/UCI_N6/aol/runs/iris/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.27586206896551724,
+    "test_acc": 0.35714285714285715,
+    "train_size": 37,
+    "val_size": 29,
+    "test_size": 84,
+    "stats": {
+        "mean": [
+            [
+                -0.1894133945945945,
+                -0.14947308108108107,
+                -0.07307603783783788,
+                -0.09033012864864856
+            ]
+        ],
+        "std": [
+            [
+                0.9592123832790647,
+                0.9096266883189955,
+                1.0119512040032557,
+                1.0176631024602978
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/iris/fold_2/result.json b/UCI_N6/aol/runs/iris/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..44d299a6d60a8be32e1b9c764e15554dada560a0
--- /dev/null
+++ b/UCI_N6/aol/runs/iris/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.34782608695652173,
+    "test_acc": 0.32222222222222224,
+    "train_size": 37,
+    "val_size": 23,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                0.12065495945945945,
+                0.08115708108108108,
+                -0.014868264864864856,
+                0.0017480032432432313
+            ]
+        ],
+        "std": [
+            [
+                1.079972374505205,
+                0.8268394002889127,
+                1.0381376116445211,
+                1.0358017457861401
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.3222222328186035,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/iris/fold_3/result.json b/UCI_N6/aol/runs/iris/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..eda552eccfe3c03c8f12a48a9b4da10e264fe145
--- /dev/null
+++ b/UCI_N6/aol/runs/iris/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 36,
+    "best_val_acc": 0.7647058823529411,
+    "test_acc": 0.6708860759493671,
+    "train_size": 37,
+    "val_size": 34,
+    "test_size": 79,
+    "stats": {
+        "mean": [
+            [
+                0.019474235135135163,
+                0.1372560810810812,
+                -0.050099464864865016,
+                -0.012418108108108169
+            ]
+        ],
+        "std": [
+            [
+                1.0035126577760827,
+                0.9654086463610752,
+                1.0191317626227525,
+                1.0325640931007958
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/led-display/fold_0/result.json b/UCI_N6/aol/runs/led-display/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b015962f6372fcee02d901d3f7d7de7a61fb7c85
--- /dev/null
+++ b/UCI_N6/aol/runs/led-display/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.08333333333333333,
+    "test_acc": 0.10606060606060606,
+    "train_size": 250,
+    "val_size": 156,
+    "test_size": 594,
+    "stats": {
+        "mean": [
+            [
+                0.007071759999999854,
+                -0.06713887999999998,
+                0.04580425999999983,
+                -0.02524725599999987,
+                0.032490744000000016,
+                0.026608120000000096,
+                1.7199999999801818e-06
+            ]
+        ],
+        "std": [
+            [
+                0.9950459658737895,
+                1.009900234084628,
+                0.9724760974354865,
+                1.0074396393306633,
+                1.004766715631752,
+                0.9754811567914686,
+                0.9994980323196654
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1102,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/led-display/fold_1/result.json b/UCI_N6/aol/runs/led-display/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f6e993556de092599c5582c325f71397be0bef8
--- /dev/null
+++ b/UCI_N6/aol/runs/led-display/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.3049645390070922,
+    "test_acc": 0.2561576354679803,
+    "train_size": 250,
+    "val_size": 141,
+    "test_size": 609,
+    "stats": {
+        "mean": [
+            [
+                -0.030645360000000187,
+                0.03051721599999998,
+                -0.07328692000000013,
+                -0.01683115199999986,
+                -0.024368800000000006,
+                0.02660812000000029,
+                1.7199999999624183e-06
+            ]
+        ],
+        "std": [
+            [
+                1.018012947504733,
+                0.9932371252643158,
+                1.0370805647209447,
+                1.0048701299259322,
+                0.9948347843380658,
+                0.9754811567914693,
+                0.9994980323196655
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1102,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/led-display/fold_2/result.json b/UCI_N6/aol/runs/led-display/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4c646b8c2d14baf94b06c9b8af816d5944bec90
--- /dev/null
+++ b/UCI_N6/aol/runs/led-display/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.20382165605095542,
+    "test_acc": 0.09949409780775717,
+    "train_size": 250,
+    "val_size": 157,
+    "test_size": 593,
+    "stats": {
+        "mean": [
+            [
+                -0.02121608000000006,
+                -0.018310832,
+                -0.02748262000000013,
+                0.008417160000000156,
+                0.01624516000000005,
+                0.026608120000000093,
+                -0.01687781599999998
+            ]
+        ],
+        "std": [
+            [
+                1.0124517882249175,
+                1.002792806702983,
+                1.0143765302763266,
+                0.9966955712286966,
+                1.0022682733933526,
+                0.9754811567914692,
+                1.005041365963769
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1102,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/led-display/fold_3/result.json b/UCI_N6/aol/runs/led-display/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6396a3dabecf9d8f8d9b390a7b4e4735044a69a3
--- /dev/null
+++ b/UCI_N6/aol/runs/led-display/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 46,
+    "best_val_acc": 0.27710843373493976,
+    "test_acc": 0.24486301369863014,
+    "train_size": 250,
+    "val_size": 166,
+    "test_size": 584,
+    "stats": {
+        "mean": [
+            [
+                -0.0023575200000001267,
+                0.0061031919999999995,
+                0.009160819999999905,
+                -0.04207946399999987,
+                -0.016246007999999923,
+                -0.1011123440000001,
+                0.05064032800000006
+            ]
+        ],
+        "std": [
+            [
+                1.0009703691603724,
+                0.9983249694649329,
+                0.9943226309022788,
+                1.0123492183086487,
+                0.9964583563164333,
+                1.0799745182608878,
+                0.9809392436444123
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1102,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lenses/fold_0/result.json b/UCI_N6/aol/runs/lenses/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c70764ed86ffc93f537a481af02b8513c8efce2
--- /dev/null
+++ b/UCI_N6/aol/runs/lenses/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.6428571428571429,
+    "train_size": 6,
+    "val_size": 4,
+    "test_size": 14,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                0.6526299999999999,
+                0.0,
+                -0.32631499999999997
+            ]
+        ],
+        "std": [
+            [
+                0.9789467406691065,
+                0.7296625220778439,
+                0.978945,
+                0.922958197211553
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lenses/fold_1/result.json b/UCI_N6/aol/runs/lenses/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed0028715c139e71d252518176ad98242bca8d35
--- /dev/null
+++ b/UCI_N6/aol/runs/lenses/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 1.0,
+    "test_acc": 0.5,
+    "train_size": 6,
+    "val_size": 4,
+    "test_size": 14,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                -0.32631499999999997,
+                -0.6526299999999999,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9789467406691065,
+                0.922958197211553,
+                0.7296625220778439,
+                0.978945
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lenses/fold_2/result.json b/UCI_N6/aol/runs/lenses/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f543b5bbff0613e2a41040646668a5827f951bc8
--- /dev/null
+++ b/UCI_N6/aol/runs/lenses/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.125,
+    "train_size": 6,
+    "val_size": 2,
+    "test_size": 16,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                0.0,
+                0.32631499999999997,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9789467406691065,
+                0.978945,
+                0.9229581972115529,
+                0.978945
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.125,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lenses/fold_3/result.json b/UCI_N6/aol/runs/lenses/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9c9744c7a8b4e3d7c8192fbf7a77de7a983fe53
--- /dev/null
+++ b/UCI_N6/aol/runs/lenses/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.75,
+    "test_acc": 0.7857142857142857,
+    "train_size": 6,
+    "val_size": 4,
+    "test_size": 14,
+    "stats": {
+        "mean": [
+            [
+                -0.59948,
+                0.32631499999999997,
+                0.32631499999999997,
+                -0.32631499999999997
+            ]
+        ],
+        "std": [
+            [
+                0.915720825870709,
+                0.9229581972115529,
+                0.922958197211553,
+                0.922958197211553
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 523,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/letter/fold_0/result.json b/UCI_N6/aol/runs/letter/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7dca1e27f353141b021136c3796740598a98a527
--- /dev/null
+++ b/UCI_N6/aol/runs/letter/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 58,
+    "best_val_acc": 0.6721150702844066,
+    "test_acc": 0.6704631102922703,
+    "train_size": 5000,
+    "val_size": 3059,
+    "test_size": 11941,
+    "stats": {
+        "mean": [
+            [
+                0.00514853171999978,
+                0.005659159839999929,
+                0.015561632360000245,
+                0.01129863240000007,
+                0.0052732767999999685,
+                0.00552804246000023,
+                -0.003806189400000043,
+                0.004888994199999829,
+                0.008798804439999558,
+                -0.008297726599999769,
+                0.0009121625999998376,
+                0.004806467700000183,
+                0.003901915299999814,
+                -0.011281666800000121,
+                -0.0074610201999999294,
+                0.003215448200000049
+            ]
+        ],
+        "std": [
+            [
+                0.9872835099546217,
+                1.006134190408135,
+                0.9972389123333294,
+                1.0049266649751227,
+                0.9943131104630408,
+                0.9927707764568473,
+                1.0068065835854811,
+                1.0134669668414158,
+                1.0040007520709764,
+                0.9997230654740944,
+                1.007968354670923,
+                1.0003581319476724,
+                1.005041480077882,
+                1.0049516430140362,
+                0.9976563117551296,
+                0.9860491581099939
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5626,
+    "cert_evals": {
+        "36": 0.5859643220901489,
+        "72": 0.48948997259140015,
+        "108": 0.3881584405899048,
+        "255": 0.10794740915298462
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/letter/fold_1/result.json b/UCI_N6/aol/runs/letter/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad33be46e130f00950acaac9ecfc0027f1e069de
--- /dev/null
+++ b/UCI_N6/aol/runs/letter/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 91,
+    "best_val_acc": 0.6698810671809707,
+    "test_acc": 0.6749095802842964,
+    "train_size": 5000,
+    "val_size": 3111,
+    "test_size": 11889,
+    "stats": {
+        "mean": [
+            [
+                0.0029532797399999047,
+                0.004388175279999976,
+                0.004244063760000119,
+                0.012979005999999998,
+                -0.004678983799999144,
+                0.003455055400000179,
+                -0.007418534600000143,
+                0.003926012599999779,
+                0.00795879715999929,
+                -0.00524365779999995,
+                -0.01178226520000005,
+                -0.015187571099999951,
+                -0.012475097320000503,
+                -0.0018423520000003316,
+                -0.013382179199999674,
+                -0.004821816599999932
+            ]
+        ],
+        "std": [
+            [
+                0.9986276678083476,
+                0.9950343941586423,
+                0.99640667299183,
+                1.0000071963490385,
+                0.992160528900722,
+                1.0037788827185958,
+                1.0135243337906252,
+                1.019023638516362,
+                1.0086984945355297,
+                1.009749704171076,
+                1.013939210703217,
+                0.9887907814862574,
+                0.9896867749920725,
+                0.9916791039398155,
+                1.0056717046836126,
+                1.0037598172363915
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5626,
+    "cert_evals": {
+        "36": 0.5944991111755371,
+        "72": 0.5019766092300415,
+        "108": 0.4012112021446228,
+        "255": 0.11775591224431992
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/letter/fold_2/result.json b/UCI_N6/aol/runs/letter/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3324980c2c24d2fd0b467058ac0195e00a0e4c30
--- /dev/null
+++ b/UCI_N6/aol/runs/letter/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 76,
+    "best_val_acc": 0.6875862068965517,
+    "test_acc": 0.687603305785124,
+    "train_size": 5000,
+    "val_size": 2900,
+    "test_size": 12100,
+    "stats": {
+        "mean": [
+            [
+                0.021874334520000687,
+                0.017884720619999826,
+                0.014568840500000449,
+                0.006699696200000058,
+                -0.00020502299999983865,
+                0.011056104300000202,
+                -0.0043222202000001006,
+                -0.005629635800000384,
+                0.0012383624799995345,
+                0.011071598799999905,
+                -0.0038767746000001103,
+                -0.0036525290000001725,
+                0.002787233879999989,
+                0.011734750599999826,
+                -0.007305219399999943,
+                0.006554009400000075
+            ]
+        ],
+        "std": [
+            [
+                1.018882039972734,
+                0.9909097519297484,
+                1.011006149224975,
+                0.9981095511490614,
+                0.9744828743262628,
+                1.0187271547521726,
+                1.0142349021053059,
+                1.0059981552155532,
+                1.0032678982013254,
+                0.9974167859950539,
+                0.9962881566563585,
+                1.0100493766021112,
+                0.9931648907076084,
+                1.0108922135098513,
+                1.0056449285270137,
+                1.001713691144833
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5626,
+    "cert_evals": {
+        "36": 0.6080164909362793,
+        "72": 0.5122314095497131,
+        "108": 0.412644624710083,
+        "255": 0.12272726744413376
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/letter/fold_3/result.json b/UCI_N6/aol/runs/letter/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..af66099627d31a7686a5935c2f8c1322d260bd04
--- /dev/null
+++ b/UCI_N6/aol/runs/letter/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 94,
+    "best_val_acc": 0.6784641068447412,
+    "test_acc": 0.6693044564764682,
+    "train_size": 5000,
+    "val_size": 2995,
+    "test_size": 12005,
+    "stats": {
+        "mean": [
+            [
+                0.004834942479999971,
+                0.001483113019999944,
+                -0.0019111359399998356,
+                0.0075840941999999545,
+                -0.0010267499999996761,
+                0.017176408160000104,
+                -0.001742007400000528,
+                -0.001036997800000219,
+                0.003506500319999635,
+                -0.004038084999999959,
+                -0.005625091799999523,
+                0.0011537186999995067,
+                0.00047216481999986826,
+                -0.0067559524000002655,
+                0.007341836400000017,
+                0.0008661090000000479
+            ]
+        ],
+        "std": [
+            [
+                1.004162670449844,
+                1.0009285120042208,
+                1.0009316003026747,
+                1.0058812415247276,
+                1.0013613633110403,
+                0.9913646988590394,
+                0.9980301597574796,
+                0.9947148416325726,
+                0.9936745035912995,
+                0.9961424729063775,
+                0.9987978729631191,
+                0.9997824037300547,
+                0.9953405790803281,
+                1.0103550196199995,
+                1.0017727765855509,
+                1.0101591352858876
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5626,
+    "cert_evals": {
+        "36": 0.5855893492698669,
+        "72": 0.49346107244491577,
+        "108": 0.40832987427711487,
+        "255": 0.1376093327999115
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/libras/fold_0/result.json b/UCI_N6/aol/runs/libras/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d31659a64a69af8252c051cae8485d55ba57b9f1
--- /dev/null
+++ b/UCI_N6/aol/runs/libras/fold_0/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.4166666666666667,
+    "test_acc": 0.19369369369369369,
+    "train_size": 90,
+    "val_size": 48,
+    "test_size": 222,
+    "stats": {
+        "mean": [
+            [
+                0.059153607855555554,
+                -0.022086486111111102,
+                0.05922882088888888,
+                -0.02086866645555565,
+                0.056779304333333384,
+                -0.018696930000000046,
+                0.05689053533333337,
+                -0.016248013333333245,
+                0.0569165588888889,
+                -0.0036989233333332458,
+                0.06283389777777776,
+                -0.0037991557777777556,
+                0.05937392222222222,
+                -0.007620807444444464,
+                0.05464593999999994,
+                -0.011244530777777774,
+                0.04970278000000001,
+                -0.013921464755555614,
+                0.04771983000000002,
+                -0.019249020222222305,
+                0.044871499788888936,
+                -0.020557805333333252,
+                0.03973438522222228,
+                -0.026101116888888873,
+                0.0330146356666666,
+                -0.027676334444444468,
+                0.034978265333333355,
+                -0.0210573455555555,
+                0.04064138888888893,
+                -0.01831029133333337,
+                0.044241277888888826,
+                -0.010786282777777736,
+                0.051733793333333285,
+                -0.0034738184444444765,
+                0.045049727888888905,
+                -0.021378303111111135,
+                0.04119049111111115,
+                -0.045665581555555515,
+                0.03553613722222227,
+                -0.07517735188888884,
+                0.022791370888888884,
+                -0.09528456055555552,
+                0.01893847222222228,
+                -0.11598632511111107,
+                0.02626179000000001,
+                -0.1326080574444444,
+                0.034327293333333335,
+                -0.13289333,
+                0.03746381222222225,
+                -0.11572220622222221,
+                0.042059589422222224,
+                -0.09740232666666666,
+                0.04862533955555555,
+                -0.08259843555555557,
+                0.04790880555555556,
+                -0.06473083111111111,
+                0.04817679555555557,
+                -0.043231756999999996,
+                0.05318957111111112,
+                -0.019220134666666673,
+                0.055677036666666645,
+                -0.002841064555555544,
+                0.05546902555555555,
+                0.003981006666666653,
+                0.05436141222222221,
+                0.010304663333333285,
+                0.04651793477777778,
+                0.004333857777777748,
+                0.038974952222222185,
+                -0.008231636300000048,
+                0.03247019888888887,
+                -0.02334288095555553,
+                0.03011131132222221,
+                -0.030717089555555615,
+                0.02976556422222225,
+                -0.03948321999999996,
+                0.022267378333333344,
+                -0.03566932055555558,
+                0.015906501777777787,
+                -0.04077892000000001,
+                0.011949363777777782,
+                -0.03570859,
+                0.004940353333333312,
+                -0.031180698333333357,
+                0.0004020502222222259,
+                -0.025412966666666658,
+                -0.002333565333333347,
+                -0.02677985111111109,
+                -0.0059334082222222105,
+                -0.026852045555555534
+            ]
+        ],
+        "std": [
+            [
+                1.0272697848649774,
+                0.9664771136823957,
+                1.027688880747467,
+                0.9662624765656191,
+                1.0292677018687986,
+                0.9684534093051018,
+                1.0319599452853536,
+                0.9677596062743243,
+                1.0377674721252286,
+                0.9616782342445047,
+                1.0370360978842266,
+                0.9555582821931108,
+                1.0289925918383118,
+                0.9579834639182713,
+                1.0189074336088546,
+                0.9625256328191537,
+                1.0121348350240766,
+                0.9646803522961049,
+                1.0126185493427433,
+                0.9598197286028425,
+                1.0189730181818124,
+                0.951620173828917,
+                1.0350698342948041,
+                0.9370228296137644,
+                1.0541894305710373,
+                0.9184614636871827,
+                1.0696682809354456,
+                0.9329853150754773,
+                1.0890255312769253,
+                0.9489615861352966,
+                1.1066977252299934,
+                0.9608235727079338,
+                1.1024326497238879,
+                0.9717686177151472,
+                1.0972507342710132,
+                0.9657911543082057,
+                1.069178058095652,
+                0.9664501545749722,
+                1.0261884635827954,
+                0.9801982751719368,
+                0.9882367711096164,
+                1.0014044489935727,
+                0.9672861968365165,
+                1.024725533269629,
+                0.9648715731537318,
+                1.033145694150089,
+                0.973815805756156,
+                1.0313002194928262,
+                0.9859951872457644,
+                1.0345119812696684,
+                0.9964608835988579,
+                1.0372020790742669,
+                1.002794362543549,
+                1.050476963151338,
+                1.0100223483256028,
+                1.051659471579452,
+                1.0207177149077362,
+                1.0380336604147125,
+                1.0274778037875825,
+                1.0217936789225461,
+                1.023355900720886,
+                0.99539519439483,
+                1.0134647330026565,
+                0.9689247631505362,
+                1.0089599239522917,
+                0.950558838647045,
+                1.008875615908425,
+                0.9499906362659443,
+                1.0089288969813415,
+                0.9607648958830952,
+                1.0158951823905173,
+                0.9737378299181498,
+                1.0199933463033373,
+                0.9860581507065539,
+                1.0263547725332822,
+                1.0015989523192506,
+                1.032627742296777,
+                1.0279180377810286,
+                1.0376802603494275,
+                1.050663043279449,
+                1.0450149927264303,
+                1.0536672233709206,
+                1.048344449365565,
+                1.0509585135332231,
+                1.049228637606536,
+                1.0418893656144446,
+                1.0487172103574718,
+                1.0370002214587464,
+                1.0495960897157208,
+                1.0304275340443008
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 149415,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/libras/fold_1/result.json b/UCI_N6/aol/runs/libras/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..09667d1c72af06609fe4824b53b9f66ab25d6ee1
--- /dev/null
+++ b/UCI_N6/aol/runs/libras/fold_1/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 52,
+    "best_val_acc": 0.5357142857142857,
+    "test_acc": 0.43457943925233644,
+    "train_size": 90,
+    "val_size": 56,
+    "test_size": 214,
+    "stats": {
+        "mean": [
+            [
+                -0.033764339333333275,
+                0.0455450088888889,
+                -0.0393941557777778,
+                0.0442136877777778,
+                -0.045103564444444466,
+                0.04001134399999995,
+                -0.05244813000000002,
+                0.028505362222222205,
+                -0.06154681444444444,
+                0.021204386666666637,
+                -0.07797415355555551,
+                0.01921581555555562,
+                -0.10197233555555556,
+                0.006906205777777777,
+                -0.12702198222222222,
+                -0.005695309999999986,
+                -0.14416418666666672,
+                -0.02292435444444457,
+                -0.16337620333333333,
+                -0.03858305355555561,
+                -0.1711072416555556,
+                -0.04597038555555552,
+                -0.17688608222222224,
+                -0.0510546662222222,
+                -0.1777130125555556,
+                -0.055949267777777756,
+                -0.1758602002222223,
+                -0.056614647777777784,
+                -0.17039360222222222,
+                -0.06617457911111113,
+                -0.16981005877777777,
+                -0.07106641555555543,
+                -0.16308817222222222,
+                -0.05537972144444455,
+                -0.14865953544444438,
+                -0.04185643888888888,
+                -0.12450770666666665,
+                -0.020887783333333316,
+                -0.0970945600000001,
+                -0.01284855222222223,
+                -0.06770919911111105,
+                -0.006189087555555519,
+                -0.045649386666666646,
+                -0.019774148444444417,
+                -0.024750903666666667,
+                -0.028532645999999984,
+                -0.008615883333333359,
+                -0.04990173111111105,
+                0.0027711554444444235,
+                -0.06698789577777778,
+                0.001936522755555571,
+                -0.08285931522222224,
+                -0.0073226571111110784,
+                -0.08259888076666667,
+                -0.02258475644444445,
+                -0.07283224555555554,
+                -0.03855426111111113,
+                -0.06328560555555554,
+                -0.06116145375555557,
+                -0.06039820777777778,
+                -0.08062423999999999,
+                -0.06031211888888889,
+                -0.1001700812222222,
+                -0.0643715877777778,
+                -0.11488044000000007,
+                -0.06820063999999999,
+                -0.1203164692222222,
+                -0.07924086666666665,
+                -0.12108284722222223,
+                -0.0915652744444445,
+                -0.11548237566666666,
+                -0.10036381111111108,
+                -0.10867505555555551,
+                -0.11164193444444444,
+                -0.10020240444444449,
+                -0.12007570888888885,
+                -0.09298762111111107,
+                -0.12944496888888887,
+                -0.0845759822222222,
+                -0.12039282000000003,
+                -0.07738502700000004,
+                -0.1146484011111111,
+                -0.06909253888888889,
+                -0.09596822888888885,
+                -0.0527662786666667,
+                -0.08531162555555549,
+                -0.04094482422222221,
+                -0.0668187426666667,
+                -0.03109291377777779,
+                -0.049228804444444406
+            ]
+        ],
+        "std": [
+            [
+                0.9391947140806977,
+                0.9661200046110473,
+                0.9369047047249826,
+                0.965372181859147,
+                0.9379655989040812,
+                0.9626856204401466,
+                0.9383704435642225,
+                0.9596973553804454,
+                0.9435124416750471,
+                0.9569644766257196,
+                0.9507806726832521,
+                0.9503884002742878,
+                0.9577699621134407,
+                0.945652945681381,
+                0.9650370451264835,
+                0.9434629223854399,
+                0.9739544466032157,
+                0.9438505847776927,
+                0.9764228611015309,
+                0.9469890572332942,
+                0.9779898535101123,
+                0.9533340820544212,
+                0.9757437918199428,
+                0.9549347448822753,
+                0.9663610809902762,
+                0.9438525284454122,
+                0.952169999214585,
+                0.9678377690397413,
+                0.9393886782621469,
+                0.9947209380373468,
+                0.9361716970367747,
+                1.0123442945183636,
+                0.9252713522214633,
+                1.0260951627274713,
+                0.9231710047035482,
+                1.025557832763311,
+                0.9248516800643717,
+                1.0172305910811887,
+                0.9282810826954029,
+                1.0064682263739466,
+                0.9205614506509361,
+                0.9946120696327407,
+                0.9081070345079777,
+                0.9949749986778512,
+                0.9033325693342755,
+                1.006822968070411,
+                0.9085081292518836,
+                1.0191220579997762,
+                0.9153594418262174,
+                1.0318423200857954,
+                0.9183368353262834,
+                1.0392962508240564,
+                0.9237882688127866,
+                1.055023953325584,
+                0.9343012330154237,
+                1.0481089228331875,
+                0.9560851685143908,
+                1.0339727591956172,
+                0.9853902060723677,
+                1.0098325304467373,
+                0.9988778299057116,
+                0.9870909710943886,
+                1.0021729674536564,
+                0.9828786628007012,
+                1.0079592542333784,
+                0.9835701890015256,
+                1.017348186621727,
+                0.9858555228606939,
+                1.0242608111755789,
+                0.9832306180154835,
+                1.0262585496418493,
+                0.9866284497369432,
+                1.0229030560951116,
+                0.9869096028519032,
+                1.0172087108740004,
+                0.9788435218174495,
+                1.0148292680398843,
+                0.9702030398470889,
+                1.0139464402917768,
+                0.9650993937320577,
+                1.0142334827118167,
+                0.9622076846279796,
+                1.0188552180562984,
+                0.9619140911906384,
+                1.0175453036347175,
+                0.9585537532942093,
+                1.0155723528745622,
+                0.9543291962926345,
+                1.012212127147541,
+                0.9495775298724907
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 149415,
+    "cert_evals": {
+        "36": 0.1682242900133133,
+        "72": 0.05607476457953453,
+        "108": 0.028037382289767265,
+        "255": 0.009345794096589088
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/libras/fold_2/result.json b/UCI_N6/aol/runs/libras/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8fa376ffc1a11dd0d83a7525bf71ac1dce4fe99
--- /dev/null
+++ b/UCI_N6/aol/runs/libras/fold_2/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.32142857142857145,
+    "test_acc": 0.3177570093457944,
+    "train_size": 90,
+    "val_size": 56,
+    "test_size": 214,
+    "stats": {
+        "mean": [
+            [
+                -0.0795752713666667,
+                0.0976775155555555,
+                -0.0792770048888889,
+                0.09542594000000003,
+                -0.0793193911111111,
+                0.09638493444444453,
+                -0.0793156911111111,
+                0.09763250999999992,
+                -0.08028563333333336,
+                0.0968837866666667,
+                -0.08446061444444444,
+                0.09761106766666666,
+                -0.0858379077777778,
+                0.09109071466666677,
+                -0.08833427666666666,
+                0.08412569366666675,
+                -0.08150408654444444,
+                0.07868567302222215,
+                -0.07937965800000002,
+                0.07571118444444438,
+                -0.07020866522222223,
+                0.07384745777777788,
+                -0.05723015477777777,
+                0.06437183422222217,
+                -0.04520808033333336,
+                0.04587258000000005,
+                -0.029391714666666645,
+                0.02986913666666669,
+                -0.01909765222222218,
+                0.021750623000000042,
+                -0.016599911111111112,
+                0.03220027088888891,
+                -0.021600725555555558,
+                0.038351117999999955,
+                -0.029936903333333327,
+                0.043317289555555506,
+                -0.04636568555555557,
+                0.04265821111111109,
+                -0.06504211555555557,
+                0.0398037177777778,
+                -0.07834400400000001,
+                0.03486788355555556,
+                -0.09061476011111111,
+                0.024548287777777737,
+                -0.10536790666666669,
+                0.029715636555555532,
+                -0.1355004688888889,
+                0.023034604444444474,
+                -0.1566124356666667,
+                0.013996776444444445,
+                -0.17107036222222222,
+                0.008349538444444445,
+                -0.17717941188888894,
+                0.011516642222222234,
+                -0.18186103466666662,
+                0.006701916666666682,
+                -0.1859549,
+                0.017993973000000038,
+                -0.1814516993111111,
+                0.023018069777777796,
+                -0.177811022,
+                0.013411195555555524,
+                -0.17198873444444454,
+                0.007958389222222214,
+                -0.159803446,
+                0.01762081777777776,
+                -0.14861193111111112,
+                0.03175548111111108,
+                -0.13662967000000004,
+                0.039799975555555506,
+                -0.12218454000000008,
+                0.05352645888888891,
+                -0.10940399555555551,
+                0.056771615555555516,
+                -0.10123112444444446,
+                0.04481529555555562,
+                -0.09524841888888891,
+                0.04344370633333331,
+                -0.08900512488888888,
+                0.047798668888888826,
+                -0.08192136066666673,
+                0.039209352222222264,
+                -0.07595590804444444,
+                0.038319951666666546,
+                -0.0710968062222223,
+                0.046865989111111096,
+                -0.06933622333333335,
+                0.04505355422222219,
+                -0.0645431828888889,
+                0.048621090000000124
+            ]
+        ],
+        "std": [
+            [
+                0.9995783575072309,
+                0.9453718021917624,
+                0.9986629556137443,
+                0.9447043484979707,
+                0.9963987589123307,
+                0.9459381244093827,
+                0.9892357792736222,
+                0.9448309404294691,
+                0.9884066352373108,
+                0.9409207140609871,
+                0.9850607322448387,
+                0.9374842650334984,
+                0.9943922917763706,
+                0.9366045758806816,
+                1.0082213369876118,
+                0.9387174087314007,
+                1.0167982259784791,
+                0.9414588919501151,
+                1.0151339246945583,
+                0.946713464769804,
+                1.0115845765750173,
+                0.9519023234179994,
+                1.0054336883537112,
+                0.9439031440238868,
+                0.9948632401641084,
+                0.9178338997823589,
+                0.985985091605607,
+                0.8980699861250137,
+                0.9786895246049818,
+                0.8844782943097348,
+                0.9763567999689986,
+                0.8891258733016062,
+                0.9893411781237217,
+                0.8987381436886754,
+                1.0077858282578576,
+                0.8950579121384119,
+                1.0348131829708704,
+                0.8802295332034641,
+                1.0573036237099012,
+                0.8816011636092593,
+                1.0741826778133243,
+                0.8914978392878847,
+                1.076897441410801,
+                0.911788092656148,
+                1.0751351512562335,
+                0.9265647791225483,
+                1.0763970425573648,
+                0.9407369624799463,
+                1.075053685265128,
+                0.9417913276181705,
+                1.0697018034326975,
+                0.9523523099253108,
+                1.0619584342897572,
+                0.9687246728261701,
+                1.0496115620329747,
+                0.9819961763171552,
+                1.0437880565787132,
+                0.9902261296333055,
+                1.036776335171439,
+                1.0167686539675216,
+                1.02719908329187,
+                1.0393897565193124,
+                1.0151559172418654,
+                1.0633025125446949,
+                1.0021468886253628,
+                1.0845540064051982,
+                0.9949848743518965,
+                1.0934858712212507,
+                0.9936750833266651,
+                1.0939158617327953,
+                0.9887264840502932,
+                1.07687069654482,
+                0.9849073877892529,
+                1.0495601673985115,
+                0.968536122796128,
+                1.0302608877871398,
+                0.9595525737715221,
+                1.0250582586535266,
+                0.9494218117785129,
+                1.0314076443737552,
+                0.9369730450579224,
+                1.0282406198941436,
+                0.927613615345622,
+                1.0110472572993734,
+                0.9191954706340935,
+                0.9917321431280843,
+                0.9152228948941693,
+                0.9841156236614271,
+                0.9187162282547586,
+                0.9920089857228521
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 149415,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/libras/fold_3/result.json b/UCI_N6/aol/runs/libras/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..113d71e948bab48ef9d37ccd7fbfc5abfd1931a5
--- /dev/null
+++ b/UCI_N6/aol/runs/libras/fold_3/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 44,
+    "best_val_acc": 0.26666666666666666,
+    "test_acc": 0.23555555555555555,
+    "train_size": 90,
+    "val_size": 45,
+    "test_size": 225,
+    "stats": {
+        "mean": [
+            [
+                0.09026950530000002,
+                -0.03347233166666681,
+                0.08805549977777775,
+                -0.03405123534444449,
+                0.08708464222222234,
+                -0.03423331444444434,
+                0.08310377777777779,
+                -0.037732521111111056,
+                0.07844351111111113,
+                -0.04188870111111114,
+                0.07671959222222215,
+                -0.04202225133333326,
+                0.08212408711111117,
+                -0.0449390454444444,
+                0.0878047777777778,
+                -0.05257811300000004,
+                0.09755105444444442,
+                -0.051445295555555555,
+                0.10336957555555559,
+                -0.05607170222222236,
+                0.10687409668888889,
+                -0.05782803755555547,
+                0.10272375744444447,
+                -0.057026167999999905,
+                0.10213378411111111,
+                -0.044367474444444326,
+                0.09731909555555555,
+                -0.04350549444444442,
+                0.08865874400000001,
+                -0.06280649233333332,
+                0.08169131444444443,
+                -0.08661213244444435,
+                0.07810773555555556,
+                -0.1112553797777778,
+                0.07463555555555558,
+                -0.1263340871111112,
+                0.06639933666666666,
+                -0.1465535255555555,
+                0.05377655111111114,
+                -0.1640056500000001,
+                0.04418829777777779,
+                -0.17093437533333333,
+                0.02842860777777779,
+                -0.16408909622222206,
+                0.016942645555555583,
+                -0.16675064855555574,
+                0.0073328979777777265,
+                -0.1588536488888888,
+                0.00373534444444446,
+                -0.1495966028888889,
+                0.0037222849777777105,
+                -0.1322372677777777,
+                -0.0027955453333333665,
+                -0.10401365777777777,
+                -0.014766566666666684,
+                -0.0861462788888889,
+                -0.025277220000000013,
+                -0.07635618999999995,
+                -0.03186592444444443,
+                -0.07135788,
+                -0.030484778888888852,
+                -0.06502929344444444,
+                -0.022410275666666677,
+                -0.05761954077777779,
+                -0.016950835555555564,
+                -0.03907689404444446,
+                -0.011996154444444438,
+                -0.029193174444444425,
+                -0.010071146111111135,
+                -0.02858531444444451,
+                -0.007421466666666659,
+                -0.023952365555555542,
+                -0.009688820900000063,
+                -0.01668311955555556,
+                -0.005838026666666681,
+                -0.0015534499999999242,
+                -0.005162895555555574,
+                -0.0012964042222222037,
+                -0.001906099777777802,
+                0.003737124444444456,
+                -0.003503918111111117,
+                0.001677034444444477,
+                -0.007449703600000025,
+                -0.0018753644444445127,
+                -0.012184628888888922,
+                0.0026639691111110986,
+                -0.016971600444444422,
+                0.007810784999999998,
+                -0.020134840000000025,
+                0.010748244444444445
+            ]
+        ],
+        "std": [
+            [
+                0.9926513732856214,
+                0.9922740467464981,
+                0.9964342900718223,
+                0.9915656502494293,
+                1.0031269607060127,
+                0.9916453686089172,
+                1.0081725642875177,
+                0.9907693657057502,
+                1.0084903680397026,
+                0.9923185425628301,
+                1.0128792801232473,
+                0.9902737219168581,
+                1.010792816435926,
+                0.9888655842110828,
+                1.0031758362749574,
+                0.9854298441685992,
+                0.9890882368719963,
+                0.9804285773312239,
+                0.9730772918992427,
+                0.9745141433518287,
+                0.9567259704295461,
+                0.9768662669607254,
+                0.9493774355368427,
+                1.0038706259343744,
+                0.9377382291600974,
+                1.0496602487376752,
+                0.9305872026550348,
+                1.0503150154169958,
+                0.9307025386159513,
+                1.0392640335949292,
+                0.9406209149566932,
+                1.0233939080464391,
+                0.9494506124739838,
+                1.012079221518538,
+                0.9489390893774563,
+                1.0141082199450873,
+                0.9442671255914099,
+                1.0105514136076659,
+                0.9468901507686455,
+                1.0026766110539935,
+                0.9613592957699403,
+                0.985068403868737,
+                0.9800073579280031,
+                0.975436460339431,
+                1.0032379235377316,
+                0.9551918013742791,
+                1.028917517888183,
+                0.9387713484170384,
+                1.0523789652036324,
+                0.9234035510206958,
+                1.070132196612977,
+                0.9175395296994716,
+                1.0842267579309721,
+                0.9236823939192144,
+                1.0897183483523363,
+                0.9433433068622874,
+                1.086396588028764,
+                0.9587574522789919,
+                1.0791277022520895,
+                0.9570482720019563,
+                1.0581187757889448,
+                0.9635751628260921,
+                1.0294739845645628,
+                0.9733935507031055,
+                1.0038087220203096,
+                0.976159293071053,
+                0.9795623017359278,
+                0.9735603509166184,
+                0.9585371109226899,
+                0.9664985333557078,
+                0.9486892392383033,
+                0.9697532879719861,
+                0.9467364294702475,
+                0.9789250453647614,
+                0.945107639018188,
+                0.9917430005321338,
+                0.9508272395661652,
+                0.9771349829809848,
+                0.9547821795258222,
+                0.9594346199487507,
+                0.9622256316466118,
+                0.9685833725709367,
+                0.9607418125919945,
+                0.9665777543918542,
+                0.9594116876542311,
+                0.9632493733809626,
+                0.9562909158066344,
+                0.9622547186764627,
+                0.9546903734091414,
+                0.9522119089089927
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 149415,
+    "cert_evals": {
+        "36": 0.1066666692495346,
+        "72": 0.04888889193534851,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/low-res-spect/fold_0/result.json b/UCI_N6/aol/runs/low-res-spect/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3412dcc5946d086b699e28999da64550ac1c2f5d
--- /dev/null
+++ b/UCI_N6/aol/runs/low-res-spect/fold_0/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.32926829268292684,
+    "test_acc": 0.27531645569620256,
+    "train_size": 133,
+    "val_size": 82,
+    "test_size": 316,
+    "stats": {
+        "mean": [
+            [
+                0.024469110902255578,
+                0.005587958646616302,
+                0.01128199067669173,
+                -0.06037009248120303,
+                -0.05151846172932332,
+                -0.024907055639097758,
+                -0.0322428857142857,
+                -0.07194005187969929,
+                -0.07847493984962406,
+                -0.07729481917293234,
+                -0.0773144627819549,
+                -0.07946655714285718,
+                -0.08317833781954889,
+                -0.08108707368421056,
+                -0.051557367819548866,
+                -0.021992530075187956,
+                0.014977627969924827,
+                0.04699444218045112,
+                0.04272368962406013,
+                0.05729708105263157,
+                0.07787030999999998,
+                0.07839934406015038,
+                0.09192532827067672,
+                0.07718017969924812,
+                0.0731354135338346,
+                0.07884905857142857,
+                0.07964327293233082,
+                0.05894142315789478,
+                0.062022699022556374,
+                0.07031742661654138,
+                0.043068441142857156,
+                0.04871273007518795,
+                0.04621051263157891,
+                0.06354882256390976,
+                0.0722840044360902,
+                0.038285738646616524,
+                0.02072807609022559,
+                0.04804389000000004,
+                0.0138044796992481,
+                -0.018880903210526323,
+                0.011148169654135377,
+                0.02407343864661653,
+                3.409736842104958e-05,
+                0.014395889473684208,
+                0.012942278195488701,
+                0.003991518496240605,
+                0.004891412781954892,
+                -0.0026670207518796982,
+                0.0021274761654135233,
+                0.004516233834586465,
+                -0.017067495330827086,
+                0.05021997804511279,
+                0.05085938015037594,
+                0.049456287593984995,
+                0.04968600586466166,
+                0.038087282105263166,
+                0.0031582917293233393,
+                0.021881782706766925,
+                0.006666542857142849,
+                -0.009844528496240594,
+                0.009452689842105257,
+                -0.006844017293233067,
+                -0.0035632469924812256,
+                -0.013377724812030098,
+                -0.0006018690977443607,
+                -0.018097159398496255,
+                -0.011943087969924802,
+                -0.03201817045112783,
+                0.003904128195488711,
+                -0.007856270676691717,
+                -0.008680359248120318,
+                0.014900510601503778,
+                0.004884186917293262,
+                0.009004930977443638,
+                0.005372908571428565,
+                0.007624029323308276,
+                -0.002930867593984958,
+                -0.006319933082706782,
+                0.00469686285714285,
+                -0.008532866616541344,
+                0.0019344359398495853,
+                -0.004738761654135335,
+                0.0044714904511278155,
+                -0.001649885714285715,
+                -0.00984493360902256,
+                -0.01978030300751879,
+                -0.00966449759398497,
+                -0.010639091127819557,
+                -0.00729790171428571,
+                -0.01663022781954888,
+                -0.014927266917293243,
+                -0.0048786105263157985,
+                -0.023854766390977448,
+                -0.002417377293233085,
+                -0.018055805503759383,
+                -0.035139856165413506,
+                -0.003715027067669185,
+                -0.023457403157894727,
+                -0.028482144812030083,
+                -0.012900542255639115
+            ]
+        ],
+        "std": [
+            [
+                1.017393269930814,
+                0.9859850544384411,
+                0.6351269169990451,
+                0.9218499349108917,
+                0.9397831881819683,
+                0.9559682118638801,
+                0.9438724801654544,
+                0.9693197875856094,
+                0.9713955988615406,
+                0.9774390189841138,
+                0.9920460008560096,
+                0.9991906740103633,
+                1.0018878985632447,
+                1.0231730392212295,
+                1.0116746756260164,
+                1.0108766947238579,
+                0.9897047919639949,
+                0.9656545067924569,
+                0.9779229908137462,
+                0.9930910566294954,
+                0.9769947826741521,
+                0.9930680515190659,
+                0.9847812255306415,
+                0.9945404262409027,
+                1.0133003340234725,
+                1.010622334528224,
+                0.9790643689216147,
+                0.9695036033277806,
+                0.9691086110146303,
+                0.9709469151594099,
+                0.9509962741361917,
+                0.9459390595619844,
+                0.9682759104651395,
+                0.9693952498748859,
+                0.9565179833606766,
+                1.0087728224509616,
+                1.0339412420571243,
+                0.9797879106089201,
+                1.046812274765615,
+                1.017780178031687,
+                0.9666275571579879,
+                1.0256130258535934,
+                1.0669421863085269,
+                1.0402013313577008,
+                1.0594653822910898,
+                1.0511922704716143,
+                1.0356545195251559,
+                1.0641512050185258,
+                1.0747163688005084,
+                1.0935617174093786,
+                1.07443136746114,
+                1.0136851672908218,
+                0.997280326392972,
+                0.9783984688090382,
+                1.0042883048291307,
+                1.0487180616841298,
+                1.0824392363653417,
+                1.0689163006997184,
+                1.07508445719523,
+                1.094579375466917,
+                1.0691245108180063,
+                1.0218590639920084,
+                1.0406528766233436,
+                1.0483992179501052,
+                1.0151157130662107,
+                0.9890602540733745,
+                1.0033195884602837,
+                0.9979416719998978,
+                0.9549270557055792,
+                0.9629229016162045,
+                0.9687018168255607,
+                0.9641140507904243,
+                0.9578638967395385,
+                0.9634794979402529,
+                0.9643850012759382,
+                0.9632020577312645,
+                0.9577176582123652,
+                0.9571989614345542,
+                0.9564290236354037,
+                0.9456491144494708,
+                0.9478771903690641,
+                0.9493390272820802,
+                0.9470489606741441,
+                0.9627884351729016,
+                0.9803995592284533,
+                0.9681002662445597,
+                0.9719751368852133,
+                0.9739709130127491,
+                0.9720839287368537,
+                0.9671210605802054,
+                0.9711011471027048,
+                0.9845527475390607,
+                0.9825803050843526,
+                1.0038184387573925,
+                0.979717500002443,
+                0.9649405988529449,
+                0.9876179722405718,
+                0.9748242307388256,
+                0.9872212806368876,
+                0.982676241489978
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 182809,
+    "cert_evals": {
+        "36": 0.012658228166401386,
+        "72": 0.006329114083200693,
+        "108": 0.006329114083200693,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/low-res-spect/fold_1/result.json b/UCI_N6/aol/runs/low-res-spect/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..760e6da780ff739e04ef6a9f8686fa95f0cc7764
--- /dev/null
+++ b/UCI_N6/aol/runs/low-res-spect/fold_1/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 74,
+    "best_val_acc": 0.6086956521739131,
+    "test_acc": 0.6413373860182371,
+    "train_size": 133,
+    "val_size": 69,
+    "test_size": 329,
+    "stats": {
+        "mean": [
+            [
+                0.1530652789473686,
+                -0.009363782556390993,
+                0.05088392255639105,
+                0.09471572902255651,
+                0.08876052902255634,
+                0.12944444736842103,
+                0.10373392857142849,
+                -0.02023532421052626,
+                -0.029163837593984988,
+                -0.026313689849624053,
+                -0.02965288872180454,
+                -0.034014545112781965,
+                -0.03632338819548872,
+                -0.014735644736842088,
+                0.01785539338345867,
+                0.042751381052631564,
+                0.08679215699248122,
+                0.10001419052631579,
+                0.1017368892481203,
+                0.1075867052631579,
+                0.10462587691729323,
+                0.0953443353383458,
+                0.1062469197894737,
+                0.10487969082706766,
+                0.1025905135338346,
+                0.08913448766917297,
+                0.09933672556390981,
+                0.10743754187969931,
+                0.11109795225563905,
+                0.10047740721804511,
+                0.08384493444360905,
+                0.08902717887218042,
+                0.08559397548872186,
+                0.06289796500751879,
+                0.060330664586466215,
+                0.046363331127819554,
+                0.07722293548872182,
+                0.0516131944360902,
+                -0.022730849022556402,
+                -0.028101030902255634,
+                -0.013324536090225563,
+                -0.09062933308270675,
+                -0.0771601732330827,
+                -0.06511450924812032,
+                -0.12265796165413538,
+                -0.08916524360902257,
+                -0.07463184060150373,
+                -0.05617420278195486,
+                -0.030201605263157905,
+                -0.07578766255639095,
+                -0.059237725210526344,
+                0.1091188300225564,
+                0.09946399218045113,
+                0.08242898984962406,
+                0.03451749195488724,
+                0.014174642255639086,
+                -0.049911600902255625,
+                -0.08932375545864665,
+                -0.07350661661654141,
+                -0.06060752706766915,
+                -0.0945347070225564,
+                -0.07166026834586467,
+                -0.08000871849624057,
+                -0.06738826315789478,
+                -0.0653453539849624,
+                -0.06987513011278194,
+                -0.07700414037593982,
+                -0.0684724142857143,
+                -0.06314225375939844,
+                -0.06643927654135334,
+                -0.056201902105263185,
+                -0.045947005037593976,
+                -0.033031945488721806,
+                -0.04689342698496246,
+                -0.051469952631578955,
+                -0.03478667669172926,
+                -0.032341004661654134,
+                -0.056062630977443614,
+                -0.05649333834586465,
+                -0.039601220375939813,
+                -0.037854870451127794,
+                -0.045860515789473665,
+                -0.05729389000000003,
+                -0.0682322045112782,
+                -0.058773774210526354,
+                -0.06832082496240602,
+                -0.0708990614285714,
+                -0.0600364096992481,
+                -0.07209753969172931,
+                -0.0762365472180451,
+                -0.0768351112781955,
+                -0.07007685624060155,
+                -0.08927176834586463,
+                -0.0882228510300752,
+                -0.07869736499248121,
+                -0.0844527432330827,
+                -0.07372521428571428,
+                -0.09207066969172933,
+                -0.08798474277443606,
+                -0.09338331523308271
+            ]
+        ],
+        "std": [
+            [
+                0.9744553382107187,
+                0.9677597969434724,
+                1.777310974913784,
+                0.9984082294697983,
+                0.9969586292153921,
+                1.0583440616051412,
+                1.0566345380560944,
+                0.9857375895494132,
+                1.0026115267211986,
+                1.0074187005868174,
+                0.9914187021756643,
+                0.9940673441835514,
+                0.98310153446628,
+                0.9642872316677437,
+                0.9316107906957257,
+                0.8392466954824206,
+                0.8182299587971944,
+                0.8347678474815514,
+                0.8515903298166666,
+                0.8799721558505285,
+                0.89007089287234,
+                0.8866071634453673,
+                0.8820893100565611,
+                0.8826542910069028,
+                0.8881722225389,
+                0.8787089402752493,
+                0.8964119629138864,
+                0.879494453663738,
+                0.8784873894639735,
+                0.886681676346154,
+                0.9222856861284946,
+                0.9332670529570117,
+                0.9776036297075393,
+                0.9305127026487992,
+                0.9359011475452199,
+                0.9633874454328895,
+                0.9527398490690858,
+                0.965465879462667,
+                1.0188818420464785,
+                0.9828227999977308,
+                0.9531229051081205,
+                0.8713338836905145,
+                0.9153495157969829,
+                0.9223417239665608,
+                0.8942885354612832,
+                0.8998020432065605,
+                0.9315570163515208,
+                0.9082683584325931,
+                0.9187746260543722,
+                0.893070795181221,
+                0.9468936674390013,
+                0.9056643525291117,
+                0.9110446769794468,
+                0.9379974540127038,
+                0.9647664124557613,
+                1.0085574939350006,
+                0.9275642673326407,
+                0.8504043471913983,
+                0.9142116919528667,
+                0.8800039098256741,
+                0.8415645024254653,
+                0.8409729112787964,
+                0.8399221552071359,
+                0.8651820522167459,
+                0.8672852422573245,
+                0.8259267130126927,
+                0.8390487632459173,
+                0.8180961860126535,
+                0.8777786937858696,
+                0.8683920376045541,
+                0.8383842635930155,
+                0.8430069272476867,
+                0.8666946932557273,
+                0.8486025752416404,
+                0.8592189394385275,
+                0.8740498203324533,
+                0.8491655645886534,
+                0.8344601422755191,
+                0.8287917280777043,
+                0.8272025037471293,
+                0.8136865464598907,
+                0.8270386668301318,
+                0.80191790451096,
+                0.7804539659801455,
+                0.7882991571441237,
+                0.778040195581798,
+                0.7589918746851501,
+                0.7570902805838913,
+                0.7293901823605933,
+                0.7351310134454143,
+                0.7408556555784315,
+                0.725678505691747,
+                0.6990444825351154,
+                0.6919872173073935,
+                0.7125567265129449,
+                0.7086783958233831,
+                0.6708513004398178,
+                0.6871596422451152,
+                0.6809238754969238,
+                0.6885319279117135
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 182809,
+    "cert_evals": {
+        "36": 0.5653495788574219,
+        "72": 0.45896658301353455,
+        "108": 0.20060791075229645,
+        "255": 0.054711245000362396
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/low-res-spect/fold_2/result.json b/UCI_N6/aol/runs/low-res-spect/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fd9aad385802be2a49176e03588f857915b8910
--- /dev/null
+++ b/UCI_N6/aol/runs/low-res-spect/fold_2/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.5319148936170213,
+    "test_acc": 0.6480263157894737,
+    "train_size": 133,
+    "val_size": 94,
+    "test_size": 304,
+    "stats": {
+        "mean": [
+            [
+                -0.13586325413533815,
+                -0.0618193278195488,
+                -0.04310375263157894,
+                -0.004718533834586481,
+                0.01244425488721805,
+                -0.025889947368421044,
+                -0.03012266992481201,
+                -0.06166973518796993,
+                -0.058414011278195524,
+                -0.04856861338345865,
+                -0.053738878195488775,
+                -0.0494522635338346,
+                -0.033144374736842064,
+                -0.01673198932330828,
+                0.00380962645112784,
+                0.03076035639097744,
+                0.08222181203007521,
+                0.08607955939849626,
+                0.08385189150375942,
+                0.08648061872180456,
+                0.08489306466165417,
+                0.08092049669172934,
+                0.08067010932330827,
+                0.07488779000000001,
+                0.07012468195488719,
+                0.07198337165413535,
+                0.04773527819548873,
+                0.050869944360902274,
+                0.03545853684210525,
+                0.016283467669172918,
+                0.004097258646616531,
+                0.010401111278195502,
+                -0.01792126090225564,
+                -0.002418199992481197,
+                0.024459281879699275,
+                0.025849884210526343,
+                0.037459733984962384,
+                0.006547264984962439,
+                -0.010970754511278193,
+                0.04163085169924812,
+                0.02889156383458647,
+                0.030891175112781943,
+                0.028361738345864675,
+                0.02267998270676693,
+                -0.025261697518796977,
+                -0.0006612544360902128,
+                0.015497131578947396,
+                0.0313857212706767,
+                0.03935556884962408,
+                0.020145579699248115,
+                0.01561868073684209,
+                0.07393228112781952,
+                0.04280226511278196,
+                0.015148240601503748,
+                -0.02417430518796993,
+                0.02045143834586462,
+                -0.006660919548872173,
+                0.012737768827067671,
+                0.005639975112781977,
+                0.025091721879699245,
+                0.0078095799248120235,
+                -0.0012346056390977465,
+                -0.00859317037593985,
+                -0.006910761654135332,
+                0.0007964472932330711,
+                -0.013898008308270668,
+                -0.00025283060150373826,
+                -0.016696168195488716,
+                -0.01286229004511279,
+                -0.012526450751879697,
+                -0.030305314661654148,
+                -0.022196533157894733,
+                -0.014210327067669165,
+                -0.022408989473684207,
+                -0.032924627819548864,
+                -0.03237249348120299,
+                -0.020712286992481198,
+                -0.029102100751879693,
+                -0.03426806187969925,
+                -0.0444582919548872,
+                -0.05113502075187971,
+                -0.02233855496240602,
+                -0.032802209022556386,
+                -0.05755775917293232,
+                -0.047944335338345884,
+                -0.049902552481203004,
+                -0.045151886090225545,
+                -0.03859559834586468,
+                -0.05805407509774432,
+                -0.04678762857142857,
+                -0.04049555030075189,
+                -0.03414902180451127,
+                -0.04661476240601504,
+                -0.059792844360902264,
+                -0.045702631368421086,
+                -0.04080758105263156,
+                -0.05423186360902256,
+                -0.061008449345864635,
+                -0.04793841503759399,
+                -0.03687203282706768
+            ]
+        ],
+        "std": [
+            [
+                1.0650127556320446,
+                1.0066608520484202,
+                0.4156979395941612,
+                1.0111846623477019,
+                1.0239930605317062,
+                0.9684176798741715,
+                0.9492043006836792,
+                0.9787734675960276,
+                0.988203812821042,
+                0.9943574947885739,
+                0.9813196660052181,
+                0.9835335096862478,
+                0.9989723824774754,
+                1.0098341686716865,
+                1.0089678435680955,
+                1.006897414092789,
+                1.0014680482759133,
+                0.9969246326169929,
+                1.003048211475138,
+                0.9963037789822996,
+                0.9898134995117452,
+                0.9862762846232758,
+                0.9696634183119972,
+                0.9719462993345181,
+                0.9829041377072096,
+                0.9970195508702976,
+                0.9730130647207035,
+                0.9951471045673186,
+                1.000240668580986,
+                0.9831852201961157,
+                0.9993734243431007,
+                0.9862173484627466,
+                1.0050828113211423,
+                0.9769241582086713,
+                0.9707777014896144,
+                0.9086079382002629,
+                0.9264498134320229,
+                0.8898792590804552,
+                0.9013370080430921,
+                0.9668210661261372,
+                1.0273237339044736,
+                1.0647338020747121,
+                1.0837400905988852,
+                1.0895012361342458,
+                0.9942055646868553,
+                1.0030736971903318,
+                1.0609720074331763,
+                1.062673419595116,
+                1.0433128230210706,
+                1.0685942775734432,
+                1.0659683471227248,
+                0.9465620323080091,
+                0.9666073282199529,
+                0.9823564017132853,
+                0.9338971590735567,
+                0.9507680860369068,
+                0.9776613927510699,
+                1.0598523929295665,
+                1.0562343768456484,
+                1.0489211645884213,
+                1.0066351241778364,
+                0.9808309075924808,
+                0.9798741552856448,
+                0.9697984887288765,
+                0.983702693591976,
+                0.9640382228774541,
+                0.9492112764984969,
+                0.9447960904251254,
+                0.9458208100097997,
+                0.9393657515269506,
+                0.9219232080989007,
+                0.9287988887010107,
+                0.9255985041358817,
+                0.9022261222236313,
+                0.919866535230441,
+                0.9212084221960762,
+                0.9055005820857147,
+                0.9052992836968272,
+                0.8965515106580905,
+                0.9021371283357683,
+                0.8931093485275595,
+                0.8894800077414449,
+                0.875828335944702,
+                0.8768265814954874,
+                0.8758047501041376,
+                0.8679342278962235,
+                0.8563653918115903,
+                0.8447870748154496,
+                0.8533573385243273,
+                0.8580903767160212,
+                0.8449284057138841,
+                0.8368868316325839,
+                0.8375542445936696,
+                0.8372449278647315,
+                0.8325101772382546,
+                0.8345010300544318,
+                0.835506482915972,
+                0.8231852532778424,
+                0.8212941968447315,
+                0.8516404740029587
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 182809,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/low-res-spect/fold_3/result.json b/UCI_N6/aol/runs/low-res-spect/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2900a0bb18c4ad13e2255b11c6cc3aa473599f7
--- /dev/null
+++ b/UCI_N6/aol/runs/low-res-spect/fold_3/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.5555555555555556,
+    "test_acc": 0.5032467532467533,
+    "train_size": 133,
+    "val_size": 90,
+    "test_size": 308,
+    "stats": {
+        "mean": [
+            [
+                0.10493862744360913,
+                0.0936277362406016,
+                -0.0037778827819548765,
+                -0.03855023533834586,
+                -0.02125209138345864,
+                -0.04543471105263157,
+                -0.04156411240601502,
+                0.01708999368421052,
+                0.01226467932330826,
+                0.008226878796992469,
+                -0.0025615368421052433,
+                -0.018209970902255675,
+                -0.022531850601503787,
+                -0.047815336466165384,
+                -0.04824461954887216,
+                -0.04206402887218042,
+                -0.02118501894736845,
+                -0.0029625436842105487,
+                0.01991662105263155,
+                0.02359305000000002,
+                0.0402974844360902,
+                0.02456900902255638,
+                0.02643880670676695,
+                0.01608115548872179,
+                0.022838549624060137,
+                0.021608356240601513,
+                0.0155475280451128,
+                0.0207188052631579,
+                0.0194884992481203,
+                0.035869669473684244,
+                0.023877902255639096,
+                0.02819542037593984,
+                0.011200890977443602,
+                0.0551807004511278,
+                0.04744355939849627,
+                0.06211426172932332,
+                0.06588056992481206,
+                0.07162352157894733,
+                0.08258311954887225,
+                0.064603631774436,
+                0.07408918799999994,
+                0.07613642842105264,
+                0.06256042105263157,
+                0.050916241353383455,
+                0.04188059195488719,
+                0.06601848721804507,
+                0.08979577601503759,
+                0.04491898714285714,
+                0.05555289037593983,
+                0.08533037067669177,
+                0.1070483993233083,
+                0.02408604115037597,
+                0.03420398706766918,
+                0.0032010017293233246,
+                0.029893602556390973,
+                0.09153908646616546,
+                0.11421593466165411,
+                0.07139292911278192,
+                0.08337384052631581,
+                0.06448526315789473,
+                0.04947902714285716,
+                0.017647485338345863,
+                -0.0008786248120300822,
+                -0.015028007622556393,
+                -0.005325834736842084,
+                -0.018705311578947382,
+                -0.027164074135338317,
+                -0.029699412736842082,
+                -0.03217006824060152,
+                -0.03655872067669175,
+                -0.05774721052631579,
+                -0.04586767902255643,
+                -0.04562037030075189,
+                -0.07277231285714282,
+                -0.054276041203007504,
+                -0.034596221676691734,
+                -0.054279020075187985,
+                -0.060108875413533845,
+                -0.05830179338345861,
+                -0.06900260458646613,
+                -0.06369796345864664,
+                -0.050903367669172896,
+                -0.06467745977443612,
+                -0.039303367142857155,
+                -0.05294008157894737,
+                -0.05645630721804513,
+                -0.029166729631578958,
+                -0.04837335909774438,
+                -0.057497763834586456,
+                -0.046163446466165416,
+                -0.046505692105263174,
+                -0.042113237368421055,
+                -0.047567896992481186,
+                -0.03315349614285714,
+                -0.04929982421052632,
+                -0.046727424661654124,
+                -0.04073674195488724,
+                -0.040684289624060156,
+                -0.04322478375939848,
+                -0.03915163230075189
+            ]
+        ],
+        "std": [
+            [
+                1.085273555336867,
+                1.0600160276531263,
+                0.5674366488770868,
+                1.0538936578762175,
+                1.0736216450711755,
+                1.0086568899549089,
+                1.0107145864607423,
+                0.9639829575234186,
+                0.9684391767243656,
+                0.9700338935541478,
+                0.9673544475161013,
+                0.9769837254042069,
+                0.9832042991536264,
+                0.9966940528369324,
+                1.0144584886010504,
+                1.0253444526714819,
+                1.044458899094195,
+                1.0437288549864745,
+                1.032355378351829,
+                1.0318246656034074,
+                1.0266339589652462,
+                1.0146406956988476,
+                1.0044468099155188,
+                1.025901708674945,
+                1.0091911104926408,
+                1.0132829244630681,
+                1.0135138926532963,
+                1.0124400641048181,
+                1.002468214234293,
+                0.9964174189277575,
+                1.0143810743935044,
+                1.016224305012167,
+                1.0394808957835124,
+                0.9841938243486714,
+                0.976043096972565,
+                0.9976075386689336,
+                1.0012751177529822,
+                0.9622637624799687,
+                1.0036628686765507,
+                1.0160940224228003,
+                1.0693721871548225,
+                1.0925110746781017,
+                1.0637453552419913,
+                1.112434336735407,
+                1.0720233742927996,
+                1.0887433013425338,
+                1.1365343727139479,
+                1.1082290562555606,
+                1.0534133646461585,
+                1.0636388960493586,
+                1.127374798190782,
+                1.0194494800051157,
+                1.0115614911992439,
+                0.9818412722460208,
+                0.9822209459756657,
+                1.005189728257075,
+                1.08403913325294,
+                1.085459527481645,
+                1.0752872906455573,
+                1.0795318572671038,
+                1.0523758463978325,
+                1.0153359772434278,
+                1.0026092291413942,
+                0.9950344482682812,
+                1.0022482399439303,
+                0.9810221193577394,
+                0.9883984901555372,
+                0.9708415174186519,
+                0.9316161962977328,
+                0.9305979660096333,
+                0.9093710872091209,
+                0.8961295852270974,
+                0.9009089691160881,
+                0.8750080609089094,
+                0.885858487783631,
+                0.8776260762487318,
+                0.8673876172449833,
+                0.8724100819567573,
+                0.8723912389263426,
+                0.8799174782922783,
+                0.8777004895430206,
+                0.8741256633416288,
+                0.8800181503826561,
+                0.8711684637095992,
+                0.8970805311242029,
+                0.90130116126784,
+                0.8913911258859273,
+                0.9120317859512505,
+                0.9060025721716157,
+                0.898262341874369,
+                0.9234492395195655,
+                0.9258258169182748,
+                0.9069694433482488,
+                0.9289092057679259,
+                0.9258785829559869,
+                0.9254000265308414,
+                0.931316640531728,
+                0.9258381499941104,
+                0.9377776810526488,
+                0.9431768651197908
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 182809,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lung-cancer/fold_0/result.json b/UCI_N6/aol/runs/lung-cancer/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c61149ad353efa8f512816c4420334984d3e84a9
--- /dev/null
+++ b/UCI_N6/aol/runs/lung-cancer/fold_0/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.3,
+    "train_size": 8,
+    "val_size": 4,
+    "test_size": 20,
+    "stats": {
+        "mean": [
+            [
+                -0.176777,
+                -1.2499999999804334e-06,
+                0.2121181,
+                0.22119374999999997,
+                -0.34205175000000004,
+                -0.25413399999999997,
+                -0.4991070000000001,
+                -0.20667375000000004,
+                0.18207425,
+                0.1674343749999999,
+                0.18600550000000005,
+                0.25552725,
+                -0.39027892500000017,
+                0.254131375,
+                0.20814399999999994,
+                -0.11680949999999997,
+                4.999999999866223e-07,
+                4.999999999866223e-07,
+                -0.556826,
+                0.03246771249999994,
+                1.000000000070389e-06,
+                -0.15760575000000004,
+                1.000000000070389e-06,
+                -0.526415,
+                0.26887700000000003,
+                -0.5463909500000002,
+                0.3981490000000001,
+                -0.11073775000000001,
+                -0.0461445,
+                -0.08733862499999998,
+                -0.20931662499999998,
+                -0.20931662499999998,
+                -0.34491900000000003,
+                -0.30012262500000003,
+                0.530329625,
+                0.5840457499999999,
+                -0.2706785,
+                0.334991875,
+                -0.19773098749999996,
+                0.28412875,
+                -0.55909175,
+                -7.500000000632001e-07,
+                -0.176777,
+                -6.250000000040945e-07,
+                -0.2341686250000001,
+                0.143568,
+                -0.254133,
+                -0.254133,
+                -0.347985,
+                0.0,
+                0.0,
+                0.06977162499999998,
+                0.06977162499999998,
+                0.12400250000000002,
+                0.15760662499999997,
+                0.0684115
+            ]
+        ],
+        "std": [
+            [
+                1.0,
+                0.8745283537861638,
+                0.8040182621062347,
+                0.68534473627397,
+                0.7239840501975423,
+                0.9583948535512387,
+                0.8803408658477123,
+                1.0967323649565501,
+                1.2845975870016406,
+                1.26287547547214,
+                1.275192087344785,
+                1.0828786155044974,
+                0.8691968462812435,
+                0.9433006737973234,
+                0.9271293940653591,
+                0.8092773571506556,
+                0.984249913856105,
+                0.984249913856105,
+                1.0,
+                0.963139848525996,
+                0.9842499957566675,
+                1.0919276973489076,
+                0.9842499957566675,
+                1.0,
+                0.5691037527613045,
+                0.8831049872737146,
+                1.061731,
+                0.8858950000009523,
+                1.1526351972973712,
+                0.9725553242070524,
+                1.0348836588388737,
+                1.0348836588388737,
+                1.3655263400268045,
+                0.9701424604483272,
+                0.7071057500002983,
+                0.9344725000001003,
+                1.0207927843497426,
+                0.9180330571660311,
+                0.6975292820538815,
+                0.7517340128236433,
+                0.7042730759798983,
+                0.6959722224846242,
+                1.0,
+                1.2187770455635987,
+                1.497375656357527,
+                1.0,
+                1.0,
+                1.0,
+                1.6688774326399765,
+                1.0,
+                1.0,
+                0.7383957883078252,
+                0.7383957883078252,
+                0.9605327902178821,
+                0.8339735544200334,
+                0.9479176319916991
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 57347,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lung-cancer/fold_1/result.json b/UCI_N6/aol/runs/lung-cancer/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..60d003c668fdcd0b58883d12e0f54e815111c299
--- /dev/null
+++ b/UCI_N6/aol/runs/lung-cancer/fold_1/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.5,
+    "test_acc": 0.35,
+    "train_size": 8,
+    "val_size": 4,
+    "test_size": 20,
+    "stats": {
+        "mean": [
+            [
+                -0.176777,
+                -1.2499999999804334e-06,
+                0.3333284,
+                0.22119374999999997,
+                -0.34205175000000004,
+                -0.08471187499999999,
+                -0.332738375,
+                0.28934212499999995,
+                0.18207425,
+                0.1674343749999999,
+                0.37201150000000005,
+                0.54755725,
+                -0.0780548750000001,
+                0.254131875,
+                0.20814499999999997,
+                -0.584046,
+                0.372012,
+                0.372012,
+                0.037120499999999945,
+                0.03246771249999994,
+                0.2841295000000001,
+                0.15760662499999994,
+                -0.2841274999999999,
+                -0.14356812499999994,
+                0.483978,
+                -0.5463909500000002,
+                0.6635817500000001,
+                0.33220974999999997,
+                0.13842525,
+                0.26201350000000007,
+                -0.627947875,
+                -0.627947875,
+                -0.7391125000000001,
+                0.21437324999999996,
+                1.2499999998971667e-07,
+                -0.11680875,
+                -0.09022612500000005,
+                -0.23927749999999992,
+                0.06591022500000003,
+                0.28412875,
+                0.050826124999999986,
+                -7.50000000007689e-07,
+                0.176776375,
+                1.2499999998971667e-07,
+                -0.8586173750000001,
+                0.143568,
+                -0.254133,
+                -0.254133,
+                -0.69597,
+                0.0,
+                0.0,
+                0.06977162499999998,
+                -0.20931575000000002,
+                -0.3720145,
+                0.15760662499999997,
+                0.615692
+            ]
+        ],
+        "std": [
+            [
+                1.0,
+                0.8745283537861637,
+                0.6748704785505882,
+                0.68534473627397,
+                0.7239840501975423,
+                0.8125185082212646,
+                1.0389725707942121,
+                0.6403537411098333,
+                1.2845975870016406,
+                1.26287547547214,
+                1.2338234677314055,
+                1.0010303391915438,
+                0.7486887534635199,
+                0.6561671321123982,
+                0.6449175678604204,
+                1.0,
+                1.0,
+                1.0,
+                1.0287455149777083,
+                0.963139848525996,
+                0.7517333513858155,
+                0.8339735544200334,
+                1.100424948682894,
+                1.0129176214682314,
+                1.0,
+                0.8831049872737147,
+                1.0280166202880368,
+                0.7672062760475096,
+                0.9766487648315219,
+                1.1975188335072229,
+                1.080900755511744,
+                1.080900755511744,
+                1.5267048606832134,
+                0.822478277401104,
+                0.6846529246237537,
+                0.9047995916201208,
+                1.0047163027130392,
+                0.7656924999999999,
+                1.054565000000008,
+                0.7517340128236433,
+                1.1319596096912465,
+                0.6959722224846243,
+                0.9354143054375608,
+                0.6723723872158637,
+                1.2092403856025213,
+                1.0,
+                1.0,
+                1.0,
+                1.2054554005437115,
+                1.39194,
+                0.98425,
+                0.7383957883078252,
+                0.9667870265020562,
+                0.9605327902178821,
+                0.8339735544200334,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 57347,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lung-cancer/fold_2/result.json b/UCI_N6/aol/runs/lung-cancer/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..af5228ab6621b574c7f82c12a0908fb7b50affae
--- /dev/null
+++ b/UCI_N6/aol/runs/lung-cancer/fold_2/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.75,
+    "test_acc": 0.5,
+    "train_size": 8,
+    "val_size": 8,
+    "test_size": 16,
+    "stats": {
+        "mean": [
+            [
+                0.5303301249999998,
+                -0.22580399999999995,
+                -0.3939341,
+                -0.4866262499999999,
+                0.20522875000000002,
+                -0.08471187499999998,
+                0.166368,
+                -0.04133512500000004,
+                -0.303458,
+                -0.27905975000000005,
+                -0.186006,
+                -0.32853374999999996,
+                0.23417107499999992,
+                -0.25413399999999997,
+                0.04162699999999995,
+                -0.3504277499999999,
+                0.372012,
+                5.000000000143778e-07,
+                0.037120499999999945,
+                0.03246771249999997,
+                -0.2841274999999999,
+                0.47281899999999993,
+                0.2841295000000001,
+                0.04785500000000001,
+                0.2688775,
+                -0.23416595000000007,
+                0.13271625000000004,
+                0.11073562499999999,
+                0.32299500000000003,
+                -0.08733862499999998,
+                -0.06977312500000003,
+                -0.06977312500000003,
+                0.24637075000000005,
+                -0.12862400000000002,
+                -0.35355349999999997,
+                -0.350427,
+                0.27067862499999995,
+                -0.62212375,
+                0.593192725,
+                0.28412875,
+                0.6607445000000001,
+                -0.20091262500000007,
+                0.176776375,
+                0.25413225,
+                0.07805589999999993,
+                0.7178385,
+                0.7623977500000001,
+                0.7623977500000001,
+                0.347985,
+                0.347985,
+                0.0,
+                -0.48840412499999997,
+                -0.48840412499999997,
+                -0.124006,
+                0.15760662499999994,
+                -0.47886900000000004
+            ]
+        ],
+        "std": [
+            [
+                1.8708296030318634,
+                1.1948341428692102,
+                1.0773417243604047,
+                0.8486461065652968,
+                1.059804131102034,
+                0.8125185082212646,
+                0.8803404878832395,
+                0.920566504074317,
+                1.0,
+                0.7733489942365526,
+                0.7203981402946568,
+                0.5655146315423125,
+                0.9749224782092981,
+                0.9583948535512387,
+                0.8811270319533954,
+                0.6180957912261151,
+                1.0,
+                0.984249913856105,
+                1.0287455149777083,
+                0.963139848525996,
+                1.100424948682894,
+                1.0,
+                0.7517333513858155,
+                1.0658003128899194,
+                1.0315890948113742,
+                1.0355328887342052,
+                1.0280166202880368,
+                1.0621504008726752,
+                0.7148326632261567,
+                0.9725553242070524,
+                1.0809007555117442,
+                1.0809007555117442,
+                0.5214703075947253,
+                0.9548636855920851,
+                0.9842497172806299,
+                0.934473,
+                0.8654191884816481,
+                0.6631091564872164,
+                0.913279950038126,
+                0.7517340128236433,
+                0.8132235000004611,
+                1.3773654997805538,
+                0.9354143054375608,
+                1.01653000000083,
+                1.2488975000001081,
+                0.994665683287983,
+                1.7606829064560963,
+                1.7606829064560963,
+                0.9206817699808115,
+                0.9206817699808115,
+                0.98425,
+                1.5538907649834526,
+                1.5538907649834526,
+                0.9920339999999999,
+                0.8339735544200334,
+                1.0945610000000001
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 57347,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lung-cancer/fold_3/result.json b/UCI_N6/aol/runs/lung-cancer/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fd4347104cefffd4b7b13e30a2a03a11481f2cb
--- /dev/null
+++ b/UCI_N6/aol/runs/lung-cancer/fold_3/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.5714285714285714,
+    "test_acc": 0.29411764705882354,
+    "train_size": 8,
+    "val_size": 7,
+    "test_size": 17,
+    "stats": {
+        "mean": [
+            [
+                0.5303301249999998,
+                -1.2499999999804334e-06,
+                -0.39393409999999995,
+                -0.48662574999999997,
+                0.20522875000000002,
+                0.25413137500000005,
+                0.166368,
+                0.12400349999999996,
+                0.18207425,
+                -0.055812250000000035,
+                0.18600550000000005,
+                -0.03650375000000001,
+                0.23417107499999992,
+                -0.08471287499999999,
+                -0.12489200000000006,
+                0.11680875,
+                4.999999999866223e-07,
+                5.000000000143778e-07,
+                -0.556826,
+                0.03246771249999994,
+                -0.28412749999999987,
+                -0.47281812500000003,
+                0.2841295000000001,
+                -0.334991875,
+                -0.16132500000000002,
+                -0.23416690000000004,
+                -0.13271649999999996,
+                -0.11073775000000001,
+                -0.41528250000000005,
+                -0.08733862499999998,
+                0.06977074999999999,
+                0.06977074999999999,
+                0.049274500000000054,
+                -0.814618375,
+                0.53032925,
+                0.35042749999999995,
+                -0.45113087499999993,
+                0.526415,
+                0.06591029999999999,
+                0.28412875,
+                -0.7623978749999999,
+                0.200909125,
+                -0.176777,
+                -0.508266375,
+                0.07805589999999987,
+                0.143568,
+                -0.254133,
+                -0.254133,
+                0.0,
+                0.0,
+                -0.2460625,
+                0.348859,
+                0.348859,
+                0.12400250000000004,
+                0.15760662499999994,
+                0.06841149999999997
+            ]
+        ],
+        "std": [
+            [
+                1.8708296030318634,
+                0.8745283537861637,
+                1.0773417243604047,
+                1.1050835007108908,
+                1.059804131102034,
+                0.9433006737973234,
+                0.8803404878832395,
+                0.9352965034364771,
+                1.2845975870016406,
+                1.2429866458078653,
+                1.275192087344785,
+                0.7002636005201451,
+                0.9749224782092981,
+                1.2564662193460912,
+                1.2349267641556725,
+                0.9047995916201208,
+                0.984249913856105,
+                0.984249913856105,
+                1.0,
+                0.963139848525996,
+                1.100424948682894,
+                1.2208122788934872,
+                0.7517333513858155,
+                0.5064579839368311,
+                0.8330825907525617,
+                0.826068984966516,
+                0.9194860179854557,
+                0.8858950000009523,
+                0.8851640178287581,
+                0.9725553242070524,
+                0.956663241117368,
+                0.956663241117368,
+                1.0429379694381398,
+                0.45374271193952453,
+                0.9999985416822804,
+                1.120393298613817,
+                1.0047163027130392,
+                0.7656924999999999,
+                1.0,
+                0.7517340128236433,
+                0.5378974467662115,
+                0.531557565187073,
+                1.0,
+                1.4149504831054103,
+                1.2488975000001081,
+                1.0,
+                1.0,
+                1.0,
+                1.39194,
+                1.0,
+                0.6510201819788307,
+                1.0,
+                1.0,
+                0.9605327902178821,
+                0.8339735544200334,
+                0.9479176319916991
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 57347,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lymphography/fold_0/result.json b/UCI_N6/aol/runs/lymphography/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..174dc498444696bb94ade1e50e96409b97e782c3
--- /dev/null
+++ b/UCI_N6/aol/runs/lymphography/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.4,
+    "test_acc": 0.4175824175824176,
+    "train_size": 37,
+    "val_size": 20,
+    "test_size": 91,
+    "stats": {
+        "mean": [
+            [
+                0.11571070270270278,
+                0.027093891891891864,
+                -0.1061727567567567,
+                -0.22205799999999987,
+                0.12556329729729743,
+                0.06734324324324321,
+                0.05365567567567566,
+                0.1178617837837836,
+                -0.021548756756756857,
+                0.3392003783783783,
+                0.10699794594594601,
+                0.16341409189189185,
+                0.04434448648648651,
+                -0.18670452972972956,
+                0.26953127027027013,
+                0.028475135135135103,
+                0.04964567567567568,
+                0.039015189189189156
+            ]
+        ],
+        "std": [
+            [
+                0.9649959417614393,
+                0.9932963186135503,
+                0.8953249050860361,
+                1.0,
+                1.0617235061005919,
+                0.9934273444847499,
+                1.0837969821071396,
+                0.93550276827785,
+                1.0343414594594595,
+                0.9787865374391254,
+                0.967613635624315,
+                0.9191462546392654,
+                0.8904463864306404,
+                0.9446597120353613,
+                0.8244693349942901,
+                0.9863926362299982,
+                0.9592304425723344,
+                1.0431241983062185
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6160,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lymphography/fold_1/result.json b/UCI_N6/aol/runs/lymphography/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d69a171b24b000fc487fdd30206c27316fb49474
--- /dev/null
+++ b/UCI_N6/aol/runs/lymphography/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.35714285714285715,
+    "test_acc": 0.6024096385542169,
+    "train_size": 37,
+    "val_size": 28,
+    "test_size": 83,
+    "stats": {
+        "mean": [
+            [
+                0.04959027027027034,
+                0.08128264864864862,
+                -0.035391108108108124,
+                -0.22205799999999987,
+                0.18834432432432444,
+                0.12121940540540535,
+                0.053655675675675654,
+                0.1178617837837837,
+                0.06464635135135137,
+                -0.08076164864864863,
+                0.05944235135135144,
+                0.00778283243243246,
+                0.15077297297297293,
+                -0.11202250000000004,
+                0.16519686486486485,
+                0.028475135135135117,
+                -0.08274070270270273,
+                0.08157664864864865
+            ]
+        ],
+        "std": [
+            [
+                0.9907038663718554,
+                0.9843876514961846,
+                0.9653329850824838,
+                1.0,
+                1.0873992856216566,
+                0.9875663650472953,
+                1.0837969821071396,
+                0.93550276827785,
+                1.1435074740788183,
+                0.8987462927541991,
+                0.9629278239378523,
+                0.8670760159672493,
+                1.0294219151090758,
+                0.8796063323575559,
+                0.8770711701884819,
+                0.9863926362299982,
+                1.050784302485063,
+                1.0667820327309758
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6160,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lymphography/fold_2/result.json b/UCI_N6/aol/runs/lymphography/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..de859a51cb7f397ef10a92353eb450cfa164e198
--- /dev/null
+++ b/UCI_N6/aol/runs/lymphography/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.0,
+    "test_acc": 0.03488372093023256,
+    "train_size": 37,
+    "val_size": 25,
+    "test_size": 86,
+    "stats": {
+        "mean": [
+            [
+                -0.08265059459459453,
+                0.0812826486486486,
+                -0.03539110810810814,
+                0.031722972972972906,
+                1.2432432433330043e-06,
+                -0.09428524324324326,
+                -0.05365621621621621,
+                -4.864864865424842e-07,
+                -0.02154875675675677,
+                -0.016152108108108066,
+                -0.03566883783783778,
+                -0.02334296756756763,
+                -0.06208424324324333,
+                0.08712936486486486,
+                -0.043471945945945945,
+                0.08542454054054054,
+                0.248225243243243,
+                0.09576443243243248
+            ]
+        ],
+        "std": [
+            [
+                0.9873886182585688,
+                0.9843876514961846,
+                0.9653329850824838,
+                1.0616419779070554,
+                0.9966179074004299,
+                0.9934273444847498,
+                0.8978357031769213,
+                0.9966159264522366,
+                1.0343414594594607,
+                0.8607871843035175,
+                0.946344799312269,
+                0.9999220929965701,
+                0.8847748864465823,
+                0.9544491031115466,
+                0.9396531993920559,
+                0.9631018357081231,
+                0.7605018441428824,
+                0.9305366467747157
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6160,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/lymphography/fold_3/result.json b/UCI_N6/aol/runs/lymphography/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc45809ac1c3834e02003e2a6fc64a18c65f2a35
--- /dev/null
+++ b/UCI_N6/aol/runs/lymphography/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.4444444444444444,
+    "test_acc": 0.40860215053763443,
+    "train_size": 37,
+    "val_size": 18,
+    "test_size": 93,
+    "stats": {
+        "mean": [
+            [
+                0.04959027027027031,
+                -0.1896611351351352,
+                -0.035391108108108124,
+                -0.22205799999999987,
+                0.1255632972972974,
+                -0.20203756756756758,
+                -0.0536562162162162,
+                0.1767929189189188,
+                -0.021548756756756837,
+                -0.04845689189189187,
+                0.011886594594594657,
+                -0.14784801081081084,
+                -0.133037,
+                -0.03734048648648648,
+                0.06086245945945948,
+                0.14237394594594593,
+                -0.0827407027027028,
+                -0.017734054054054066
+            ]
+        ],
+        "std": [
+            [
+                0.949006736815226,
+                0.9991913040086986,
+                0.9653329850824838,
+                1.0,
+                1.061723506100592,
+                0.9787090886861045,
+                0.8978357031769213,
+                0.8976123081203877,
+                1.0343414594594595,
+                0.9022230780655615,
+                1.039718775420792,
+                0.9842972464819717,
+                1.0946013067767175,
+                0.8968738654850321,
+                0.9148697472881367,
+                0.9357742193114152,
+                1.050784302485063,
+                0.9574019230274994
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6160,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/magic/fold_0/result.json b/UCI_N6/aol/runs/magic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..af8d2680a1a094ddee34b0ecdb3ff0a42486706d
--- /dev/null
+++ b/UCI_N6/aol/runs/magic/fold_0/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.827900455660708,
+    "test_acc": 0.8221170697511392,
+    "train_size": 4755,
+    "val_size": 2853,
+    "test_size": 11412,
+    "stats": {
+        "mean": [
+            [
+                -0.006388502646498379,
+                0.006146446558885208,
+                -0.004209508307465906,
+                -0.004618793225236638,
+                -0.005315102475499497,
+                0.006428044290851726,
+                -0.009059829779516417,
+                -0.008184151766561471,
+                0.0033090761545739233,
+                -0.037376705087697235
+            ]
+        ],
+        "std": [
+            [
+                1.0023231607535665,
+                1.0146947634200698,
+                0.9896786368249049,
+                1.001451036065264,
+                1.0040066512880044,
+                0.9905161210566023,
+                0.9988965907369368,
+                1.0089426097443763,
+                0.998566492615012,
+                0.9927003057378353
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1942,
+    "cert_evals": {
+        "36": 0.750525712966919,
+        "72": 0.665702760219574,
+        "108": 0.5679109692573547,
+        "255": 0.131352961063385
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/magic/fold_1/result.json b/UCI_N6/aol/runs/magic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e397d9849b50f61a6b1d60cf756be9020e69c81
--- /dev/null
+++ b/UCI_N6/aol/runs/magic/fold_1/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 50,
+    "best_val_acc": 0.8286713286713286,
+    "test_acc": 0.8298991670320035,
+    "train_size": 4755,
+    "val_size": 2860,
+    "test_size": 11405,
+    "stats": {
+        "mean": [
+            [
+                -0.02436633946876997,
+                -0.022955164259726813,
+                -0.01993822200946376,
+                0.03387639055541514,
+                0.03436448497875925,
+                0.0038116422946371125,
+                0.007543406119453581,
+                0.009698795669190335,
+                0.0014860032576237098,
+                0.00582992035215565
+            ]
+        ],
+        "std": [
+            [
+                0.9720381092498293,
+                0.977333352882092,
+                1.005139358382248,
+                1.0164880549439819,
+                1.0140583933617473,
+                0.9837401295374851,
+                0.9888378476099222,
+                0.9663806918109694,
+                1.005931831682823,
+                1.000297701528725
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1942,
+    "cert_evals": {
+        "36": 0.759754478931427,
+        "72": 0.6756685376167297,
+        "108": 0.5720298290252686,
+        "255": 0.1445857137441635
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/magic/fold_2/result.json b/UCI_N6/aol/runs/magic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fed12c3584518ff8ef43d9f7f0296036aaac904a
--- /dev/null
+++ b/UCI_N6/aol/runs/magic/fold_2/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 46,
+    "best_val_acc": 0.8387434554973822,
+    "test_acc": 0.8326315789473684,
+    "train_size": 4755,
+    "val_size": 2865,
+    "test_size": 11400,
+    "stats": {
+        "mean": [
+            [
+                -0.012130254007592012,
+                -0.00826500078065223,
+                -0.010807356011566996,
+                0.006499159247108326,
+                0.006873201220609896,
+                0.02000870184077821,
+                0.001820881288265063,
+                -0.006523736593059914,
+                0.0003778347011781665,
+                -0.018002280250893746
+            ]
+        ],
+        "std": [
+            [
+                0.9818839030528209,
+                1.009368494398234,
+                0.999432313276235,
+                1.001141721390468,
+                1.0040075321280533,
+                0.9881194208362026,
+                0.9709869282224545,
+                1.0026493070298281,
+                0.9996452002230842,
+                0.9913588270685182
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1942,
+    "cert_evals": {
+        "36": 0.7575438618659973,
+        "72": 0.6614035367965698,
+        "108": 0.5567544102668762,
+        "255": 0.12526316940784454
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/magic/fold_3/result.json b/UCI_N6/aol/runs/magic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..56bad1f614ceefc73c43fabd29ed57d73fc41afc
--- /dev/null
+++ b/UCI_N6/aol/runs/magic/fold_3/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.824822695035461,
+    "test_acc": 0.8292704237658366,
+    "train_size": 4755,
+    "val_size": 2820,
+    "test_size": 11445,
+    "stats": {
+        "mean": [
+            [
+                0.002866516450893953,
+                0.007929027486435548,
+                -0.0013075722715039048,
+                -0.001188124590956882,
+                0.002480280701366967,
+                0.012874902747423648,
+                0.0054113211936909185,
+                -0.007862206105783356,
+                -0.005652595006519504,
+                0.005077877345299725
+            ]
+        ],
+        "std": [
+            [
+                1.0050954716049485,
+                1.0162654558216224,
+                1.0021008916654397,
+                1.0041169983170044,
+                1.0089152336885907,
+                0.9909098405813409,
+                0.9979067399488123,
+                0.9973925897941894,
+                0.9985454656770815,
+                0.9973467754133581
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1942,
+    "cert_evals": {
+        "36": 0.7563127875328064,
+        "72": 0.6679772734642029,
+        "108": 0.5643512606620789,
+        "255": 0.11673219501972198
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/mammographic/fold_0/result.json b/UCI_N6/aol/runs/mammographic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8ae60ad1b9a6979c2863adb0dcb3f1a66f7166e
--- /dev/null
+++ b/UCI_N6/aol/runs/mammographic/fold_0/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.4178082191780822,
+    "test_acc": 0.4747826086956522,
+    "train_size": 240,
+    "val_size": 146,
+    "test_size": 575,
+    "stats": {
+        "mean": [
+            [
+                -0.045138683333333235,
+                -0.06581824708333332,
+                -0.0668893333333335,
+                0.0035843166666667194,
+                0.07534454166666703
+            ]
+        ],
+        "std": [
+            [
+                0.3742768596239394,
+                1.0309553579295558,
+                1.0205845721721885,
+                1.0069085496781394,
+                0.8984819781883195
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 522,
+    "cert_evals": {
+        "36": 0.4730435013771057,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/mammographic/fold_1/result.json b/UCI_N6/aol/runs/mammographic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..316bc58c6847c462355774996c23dace0137493f
--- /dev/null
+++ b/UCI_N6/aol/runs/mammographic/fold_1/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.76,
+    "test_acc": 0.8073555166374781,
+    "train_size": 240,
+    "val_size": 150,
+    "test_size": 571,
+    "stats": {
+        "mean": [
+            [
+                -0.06838790416666667,
+                0.0036981495833333564,
+                0.08851065416666656,
+                0.06187655000000008,
+                0.041687441666667095
+            ]
+        ],
+        "std": [
+            [
+                0.4594652865573056,
+                0.9162656618320462,
+                0.976470911981312,
+                0.9979276514274945,
+                0.967574818664843
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 522,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/mammographic/fold_2/result.json b/UCI_N6/aol/runs/mammographic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2aa0fb1855566c3c4704a372cc09faec637e8b7
--- /dev/null
+++ b/UCI_N6/aol/runs/mammographic/fold_2/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.815068493150685,
+    "test_acc": 0.8104347826086956,
+    "train_size": 240,
+    "val_size": 146,
+    "test_size": 575,
+    "stats": {
+        "mean": [
+            [
+                -0.033514049999999865,
+                -0.031616095833333364,
+                -0.03834651666666679,
+                0.05680765833333342,
+                -0.03524305833333262
+            ]
+        ],
+        "std": [
+            [
+                0.37826323579119164,
+                0.9793517631184475,
+                1.0048978854533288,
+                1.01250978800026,
+                1.0390956653058405
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 522,
+    "cert_evals": {
+        "36": 0.4034782648086548,
+        "72": 0.30782610177993774,
+        "108": 0.09217391163110733,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/mammographic/fold_3/result.json b/UCI_N6/aol/runs/mammographic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8db3d49b669545ee375e50c0a023e26744e89626
--- /dev/null
+++ b/UCI_N6/aol/runs/mammographic/fold_3/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.8235294117647058,
+    "test_acc": 0.7692307692307693,
+    "train_size": 240,
+    "val_size": 136,
+    "test_size": 585,
+    "stats": {
+        "mean": [
+            [
+                0.09435683749999943,
+                -0.13088563458333324,
+                -0.032003683333333525,
+                -0.03189805833333325,
+                0.008030341666667275
+            ]
+        ],
+        "std": [
+            [
+                1.8583061444674212,
+                1.0447702499996767,
+                0.9948185192592106,
+                1.0005602571514343,
+                1.0036844453305227
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 522,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/miniboone/fold_0/result.json b/UCI_N6/aol/runs/miniboone/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f2e289df3d97ab7fc99f505c3d5aa47f90a0b79
--- /dev/null
+++ b/UCI_N6/aol/runs/miniboone/fold_0/result.json
@@ -0,0 +1,130 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.8743127672571778,
+    "test_acc": 0.8746405832819881,
+    "train_size": 32516,
+    "val_size": 19644,
+    "test_size": 77904,
+    "stats": {
+        "mean": [
+            [
+                -0.0066929692905031805,
+                -0.0067178206113913536,
+                -0.00044848711604975365,
+                -0.006682303195350012,
+                -0.006676431252304934,
+                -0.006678322865666758,
+                -0.006603011846475587,
+                -0.006676624523311714,
+                -0.0066787164688152925,
+                -0.006674537190921409,
+                -0.006651495260794631,
+                -0.0021907771461773715,
+                -0.006695997997908723,
+                -0.006680375196826281,
+                -0.006672462064829712,
+                -0.0019113073704711085,
+                -0.006682638614835791,
+                -0.005199885844285893,
+                -0.006682950415180203,
+                -0.0027868723179357985,
+                -0.006732400171929552,
+                -0.006675056184647536,
+                -0.0009806369656784695,
+                -0.0067719209681387305,
+                -0.006673680111329746,
+                -0.006853424330988536,
+                -0.0049757818568722766,
+                -0.0066786663365727686,
+                -0.006678683045269993,
+                -0.00666663167363761,
+                -0.006713104959930439,
+                -0.00667692119264367,
+                -0.006648468240250945,
+                -0.005555848155831019,
+                -0.0066771619571901345,
+                -0.006676893769221374,
+                -0.006640021976872997,
+                -0.006652168061569651,
+                -0.006656952063599499,
+                -0.006676646404846852,
+                -0.005321780849683204,
+                -0.007256703317981967,
+                -0.006479226783737146,
+                -0.006305387427130641,
+                -0.006670434807482904,
+                -0.006676957442489813,
+                -0.006832965117468275,
+                -0.006830883164011628,
+                -0.006874203773250122,
+                -0.00667477880120567
+            ]
+        ],
+        "std": [
+            [
+                1.0538567724237127,
+                1.0538641992619597,
+                0.9958589711579526,
+                1.0538780837060269,
+                1.053878006921434,
+                1.0538798560451104,
+                1.053879432020278,
+                1.0538786291178488,
+                1.053873986660415,
+                1.0538783590814276,
+                1.0538757864954629,
+                1.0176547701635106,
+                1.0538752752995135,
+                1.053872770510109,
+                1.0538659033426634,
+                0.9932644775405934,
+                1.0538747558236612,
+                1.04937218635993,
+                1.053877924513502,
+                0.0025831688488992767,
+                1.053829697906066,
+                1.0538783793218856,
+                1.018390578757397,
+                1.053842634750244,
+                1.0538786083464582,
+                1.0538111764047524,
+                1.022739919992211,
+                1.0538741322767364,
+                1.0538782493179681,
+                1.053875543573962,
+                1.0538088816355915,
+                1.0538723979257454,
+                1.0538730852936433,
+                1.0247711822180132,
+                1.0538781798354342,
+                1.053878585676999,
+                1.0538691274084275,
+                1.0538654744064087,
+                1.05387761105871,
+                1.0538781920284286,
+                1.0452185226194493,
+                1.0438926673439166,
+                1.0538793178576804,
+                1.0536246877698876,
+                1.0538784902027962,
+                1.0538787998823098,
+                1.0538650746236322,
+                1.0538068876186153,
+                1.0538062411125644,
+                1.0538784592336081
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 50,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 100,
+    "parameters": 45702,
+    "cert_evals": {
+        "36": 0.8063899278640747,
+        "72": 0.7285505533218384,
+        "108": 0.6520589590072632,
+        "255": 0.2431582510471344
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/miniboone/fold_1/result.json b/UCI_N6/aol/runs/miniboone/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfaa4e84080bb75c93cf3abbf60f27103fbe8a00
--- /dev/null
+++ b/UCI_N6/aol/runs/miniboone/fold_1/result.json
@@ -0,0 +1,130 @@
+{
+    "best_epoch": 47,
+    "best_val_acc": 0.8743130470181152,
+    "test_acc": 0.8785688610454966,
+    "train_size": 32516,
+    "val_size": 19652,
+    "test_size": 77896,
+    "stats": {
+        "mean": [
+            [
+                -0.003659472481547509,
+                -0.0035700208512731936,
+                -0.00456473851721011,
+                -0.00360049339094594,
+                -0.003593886083772473,
+                -0.00358800156845938,
+                -0.003609804330175811,
+                -0.0035959653862712893,
+                -0.003585372367449882,
+                -0.0036011496647804257,
+                -0.003574454936031472,
+                -0.0002376014663141565,
+                -0.0035765183694182563,
+                -0.0035786825070734597,
+                -0.003581793034198606,
+                0.0027392871255968536,
+                -0.0035747984868988035,
+                -0.0018979996262606397,
+                -0.0035937045023987507,
+                0.008311608403247624,
+                -0.0038405719449991636,
+                -0.003598410862344705,
+                -1.2960689975229953e-05,
+                -0.0037911689629719237,
+                -0.0035987016976257243,
+                -0.003553280317375533,
+                -0.00120645956911968,
+                -0.003604746423299312,
+                -0.003595963956206178,
+                -0.0036390921810801925,
+                -0.0036627183510209798,
+                -0.003597980923237808,
+                -0.0035958085404107568,
+                -0.005033409016920937,
+                -0.0036001520635993464,
+                -0.0035987486652726062,
+                -0.0035917900449008895,
+                -0.0035793614428588296,
+                -0.0035902388547176894,
+                -0.0035928566736375947,
+                -0.0009922327992711712,
+                -0.002124953252319455,
+                -0.0036879309878213567,
+                -0.0034349073177313027,
+                -0.003598185213436877,
+                -0.0035934901402386375,
+                -0.003602609255707958,
+                -0.0035299332937630697,
+                -0.0036069077674990894,
+                -0.003592571029647003
+            ]
+        ],
+        "std": [
+            [
+                1.0293487576429072,
+                1.0293632141886253,
+                0.9887037915056724,
+                1.029365893060315,
+                1.0293658502982712,
+                1.029368237348854,
+                1.0293622172155605,
+                1.0293663659457355,
+                1.0293628691485286,
+                1.0293656358483938,
+                1.029364102494499,
+                1.006763216099369,
+                1.0293667056536349,
+                1.029362370179701,
+                1.029358770899615,
+                1.0012661620897783,
+                1.029365775010478,
+                1.027354601762616,
+                1.0293662087119093,
+                1.9999643273466732,
+                1.0293241490670084,
+                1.0293658647973212,
+                1.007217844105937,
+                1.0292982324584112,
+                1.0293659919295302,
+                1.0293214796094297,
+                1.0139090551352947,
+                1.0293616933725718,
+                1.0293661117606363,
+                1.0293612193672406,
+                1.0293028748669328,
+                1.0293608389078128,
+                1.0293624280631426,
+                1.0121183384237977,
+                1.029365684051124,
+                1.029366166790506,
+                1.0293578351184116,
+                1.0293603667049085,
+                1.0293647225554694,
+                1.02936611660418,
+                1.0243754023495473,
+                1.0175071683627712,
+                1.0293461366945726,
+                1.0291967790319312,
+                1.0293656729659864,
+                1.0293667176112475,
+                1.029354896915401,
+                1.0293422770958582,
+                1.0293448836449766,
+                1.029366280982135
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 50,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 100,
+    "parameters": 45702,
+    "cert_evals": {
+        "36": 0.8142009973526001,
+        "72": 0.738227903842926,
+        "108": 0.6646040678024292,
+        "255": 0.28414809703826904
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/miniboone/fold_2/result.json b/UCI_N6/aol/runs/miniboone/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0fcf21b5e5f414bc2f5bcbfa5743b88607a81cf
--- /dev/null
+++ b/UCI_N6/aol/runs/miniboone/fold_2/result.json
@@ -0,0 +1,130 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8753715281336476,
+    "test_acc": 0.8733628930978804,
+    "train_size": 32516,
+    "val_size": 19514,
+    "test_size": 78034,
+    "stats": {
+        "mean": [
+            [
+                0.0005872713728625283,
+                0.0005592911951040488,
+                -0.0015875384167732419,
+                0.0005084049237298592,
+                0.0005126942889679038,
+                0.0005151387839825248,
+                0.0005130335342600157,
+                0.0005107385533274924,
+                0.000518504668470965,
+                0.0005099805941690433,
+                0.0004972431602903669,
+                0.006199611582771556,
+                0.0004437178835034895,
+                0.0005174753444456869,
+                0.00045390833435860097,
+                -0.006724558695826372,
+                0.00046023495202354226,
+                -0.0014645146025250007,
+                0.0005134210419486034,
+                0.008326016098843635,
+                0.0005855647507836025,
+                0.0005188788657891645,
+                -0.005855233801703189,
+                0.0005363233146758781,
+                0.000517880286628172,
+                0.000289813760165567,
+                0.0011647067174228383,
+                0.000515516933202204,
+                0.0005118400049205469,
+                0.0005662085096567202,
+                0.0006245390962356869,
+                0.0005227987882888596,
+                0.0004455256058554989,
+                -0.0012331349033552603,
+                0.000509145377660323,
+                0.0005160132888423314,
+                0.0005081290841431461,
+                0.0004383096252307822,
+                0.0005235053327593691,
+                0.0005115684401526536,
+                -6.85762123339298e-05,
+                -0.0002997175066182346,
+                0.0005932577715586378,
+                0.0008539802024421717,
+                0.0005163635748510258,
+                0.0005131155830974517,
+                0.00047798527387127445,
+                0.0004895968192581729,
+                0.0006103754389776044,
+                0.0005093450393652897
+            ]
+        ],
+        "std": [
+            [
+                0.9957345954073729,
+                0.9957338045117373,
+                1.009089174106892,
+                0.9957299331571907,
+                0.9957297207983613,
+                0.9957319779858296,
+                0.9957285308484073,
+                0.99573027967679,
+                0.9957274461972008,
+                0.9957298025727774,
+                0.9957267869288412,
+                0.9986824060207489,
+                0.995727937063426,
+                0.995726209358951,
+                0.9957222508374016,
+                0.9849068775325148,
+                0.9957260724507725,
+                0.9984485547058798,
+                0.9957301232252692,
+                1.9999635778290246,
+                0.9957403323167682,
+                0.9957303943483548,
+                0.9869664238989766,
+                0.9957341301924101,
+                0.9957304810256162,
+                0.9957436771610553,
+                0.9965972478945923,
+                0.9957273137356182,
+                0.9957300780370839,
+                0.9957353083328109,
+                0.995745588680438,
+                0.9957274480178427,
+                0.9957264072745984,
+                0.9993516959593822,
+                0.9957297379201838,
+                0.9957305689438095,
+                0.9957296474590059,
+                0.9957273179676576,
+                0.9957300585487675,
+                0.9957298638455957,
+                0.9958033136974604,
+                1.001216743433296,
+                0.9957377405837478,
+                0.9958618328338358,
+                0.9957300476528158,
+                0.9957306269775752,
+                0.9957358265962181,
+                0.9957255439006696,
+                0.9957566204204258,
+                0.9957298904542489
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 50,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 100,
+    "parameters": 45702,
+    "cert_evals": {
+        "36": 0.8081092834472656,
+        "72": 0.736332893371582,
+        "108": 0.6642489433288574,
+        "255": 0.2738165259361267
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/miniboone/fold_3/result.json b/UCI_N6/aol/runs/miniboone/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8149e7f33ac9e909bfbdde6967c5d020db71e50
--- /dev/null
+++ b/UCI_N6/aol/runs/miniboone/fold_3/result.json
@@ -0,0 +1,130 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.8713291722091476,
+    "test_acc": 0.8724519884105536,
+    "train_size": 32516,
+    "val_size": 19546,
+    "test_size": 78002,
+    "stats": {
+        "mean": [
+            [
+                -0.004108113020359334,
+                -0.004135750738098101,
+                -0.001322435285942239,
+                -0.004109338048960558,
+                -0.004110013236557907,
+                -0.004103856971953094,
+                -0.004105435167302326,
+                -0.004108234536843478,
+                -0.0041157547053759375,
+                -0.004111229871447928,
+                -0.004129319931725945,
+                -0.009310410842292996,
+                -0.004151154668470918,
+                -0.004106480246647911,
+                -0.004078257611637442,
+                -0.0012255257009042696,
+                -0.004128084247755086,
+                -0.001812244588848235,
+                -0.004106642698979071,
+                -0.002771495593861472,
+                -0.003930339402381827,
+                -0.004107319867142366,
+                -0.0020118547528348136,
+                -0.004110450282937586,
+                -0.004107549326485374,
+                -0.003903686475773098,
+                0.0034778790131669113,
+                -0.004089806615204751,
+                -0.004105919012178624,
+                -0.004107724389223812,
+                -0.004053504517403692,
+                -0.004112779779185523,
+                -0.004036618249477243,
+                0.0003978993396296994,
+                -0.004112451033337286,
+                -0.004115697588879312,
+                -0.004161525821134272,
+                -0.004013369772911648,
+                -0.004074420147004465,
+                -0.004107203911920277,
+                -0.003583577395203846,
+                -0.003683256187455512,
+                -0.00410252064829624,
+                -0.00435002289662263,
+                -0.004109810948460561,
+                -0.00410555030446539,
+                -0.004173506213295106,
+                -0.004126808812892148,
+                -0.004084347094353566,
+                -0.00411184631565997
+            ]
+        ],
+        "std": [
+            [
+                1.0334801859758438,
+                1.0334838209190884,
+                0.9910692934328427,
+                1.0334925739257474,
+                1.0334920746964988,
+                1.0334944696977597,
+                1.033489534681566,
+                1.0334928363605922,
+                1.0334882086728014,
+                1.0334922326917702,
+                1.0334875046199652,
+                1.0060291795040275,
+                1.0334893624231647,
+                1.033487735872467,
+                1.0334857443384646,
+                0.9987636855559352,
+                1.0334891465642266,
+                1.0284163803912958,
+                1.0334926279501595,
+                0.001394515045967005,
+                1.0334671696186013,
+                1.0334925293155786,
+                1.0120329637568104,
+                1.033467979482877,
+                1.0334926503936537,
+                1.033454580542911,
+                1.019800750059293,
+                1.0334899846628842,
+                1.033492713983251,
+                1.0334904070281967,
+                1.033453265260482,
+                1.0334870912604435,
+                1.033493356896935,
+                1.0148066500638184,
+                1.0334921455669586,
+                1.0334923339339557,
+                1.0334817504638347,
+                1.0334892263464805,
+                1.0334932384339353,
+                1.033492453509268,
+                1.0277860358762678,
+                1.0269827669348142,
+                1.0334755350744662,
+                1.0331928866784732,
+                1.033492181460736,
+                1.0334932068430196,
+                1.0334910911748012,
+                1.033455511075802,
+                1.0334588140472194,
+                1.0334923126040656
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 50,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 100,
+    "parameters": 45702,
+    "cert_evals": {
+        "36": 0.8061587810516357,
+        "72": 0.7273146510124207,
+        "108": 0.6504448652267456,
+        "255": 0.2556472718715668
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/molec-biol-promoter/fold_0/result.json b/UCI_N6/aol/runs/molec-biol-promoter/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..50965fcb01f1ab4b83dbb2684533bd00d47b6c4e
--- /dev/null
+++ b/UCI_N6/aol/runs/molec-biol-promoter/fold_0/result.json
@@ -0,0 +1,144 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.8125,
+    "test_acc": 0.625,
+    "train_size": 26,
+    "val_size": 16,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                -0.09373999999999999,
+                0.349711153846154,
+                -0.124846,
+                -0.18628265384615392,
+                -0.0025111153846154245,
+                -0.027689192307692376,
+                -0.32854380769230773,
+                -0.2587748846153846,
+                -0.291938,
+                -0.12147457692307692,
+                0.013408923076923039,
+                -0.18303142307692302,
+                0.10672619230769233,
+                -0.0388065384615385,
+                -0.2118675692307692,
+                0.26045576923076913,
+                -0.0038293076923076983,
+                -0.12772800000000012,
+                0.406745076923077,
+                -0.22977469230769215,
+                -0.23213830769230762,
+                0.057734,
+                -0.25536484615384614,
+                0.036332807692307734,
+                -0.306678,
+                0.12654100000000004,
+                -0.06969015384615382,
+                -0.22098480769230766,
+                -0.20798946153846154,
+                -0.24676503846153855,
+                -0.3183693461538464,
+                -0.1853619230769231,
+                -0.30043107692307686,
+                -0.37097869230769237,
+                -0.36548838461538463,
+                0.011515653846153858,
+                -0.05251046153846157,
+                -0.17936411538461533,
+                0.030728153846153836,
+                0.0502869230769231,
+                -0.08165438461538464,
+                -0.04035388461538459,
+                -0.044060461538461534,
+                0.1891277692307692,
+                -0.09007600000000004,
+                0.08841000000000002,
+                0.34717700000000007,
+                -0.08658792307692309,
+                -0.14910884615384612,
+                -0.01171784615384617,
+                -0.010542692307692277,
+                0.2279287692307692,
+                0.19163046153846158,
+                0.044342807692307744,
+                0.11406934615384606,
+                0.26639184615384615,
+                0.0024606538461537973
+            ]
+        ],
+        "std": [
+            [
+                1.0076078297495967,
+                0.9724627657739631,
+                0.9573573651622793,
+                1.0262408425117875,
+                0.9587446442307666,
+                0.9571040384617393,
+                0.9896566783801658,
+                1.0271371774080218,
+                0.9458984467553748,
+                0.983396009484761,
+                0.9474507771505324,
+                1.0162340072708942,
+                0.9916278302898655,
+                0.9889509346456372,
+                1.0996503269494506,
+                0.8339239830692423,
+                0.9718806374953891,
+                1.0013701717610572,
+                1.1087224946399736,
+                0.9663160194574336,
+                0.8925655267102359,
+                1.0240426363341295,
+                0.9129708359204913,
+                0.9674367468039534,
+                0.934498494547744,
+                0.996046000000193,
+                0.9001646244230804,
+                1.011066294523225,
+                0.9306740888083066,
+                0.9019636923091955,
+                1.0103842953596318,
+                0.9763974023364559,
+                1.0034859025495506,
+                1.0189729800426417,
+                0.8809657272220804,
+                1.001293348052636,
+                0.8026415950749621,
+                1.0084947048958783,
+                1.0447591131223906,
+                1.080924244585727,
+                0.9862369191590393,
+                1.0095530529552834,
+                1.014776711029924,
+                0.9243136682665729,
+                0.9998867689999087,
+                1.0150113097032656,
+                1.0058059432415762,
+                0.8281138846158841,
+                0.9053220114009879,
+                0.7877964184833098,
+                0.8751600073353956,
+                1.0046622498233042,
+                0.9279195402053261,
+                0.9992859945990674,
+                0.9930878632688641,
+                0.9472126805852605,
+                1.0500485456210673
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 57,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 114,
+    "parameters": 59282,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/molec-biol-promoter/fold_1/result.json b/UCI_N6/aol/runs/molec-biol-promoter/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..24d5fd7617e6464407c39d24936786da64128380
--- /dev/null
+++ b/UCI_N6/aol/runs/molec-biol-promoter/fold_1/result.json
@@ -0,0 +1,144 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.9333333333333333,
+    "test_acc": 0.6615384615384615,
+    "train_size": 26,
+    "val_size": 15,
+    "test_size": 65,
+    "stats": {
+        "mean": [
+            [
+                0.09734461538461536,
+                -0.009867653846153778,
+                0.10790676923076924,
+                -0.15064011538461541,
+                0.09738461538461546,
+                -0.05959273076923076,
+                -0.048695384615384696,
+                -0.10221076923076929,
+                -0.19740069230769225,
+                0.26099000000000006,
+                -0.20290846153846157,
+                0.20358803846153845,
+                -0.1825234230769231,
+                0.21829484615384614,
+                0.007081746153846278,
+                -0.06588375384615386,
+                0.19917507692307695,
+                -0.3013095384615385,
+                0.04983446153846157,
+                0.007020153846153817,
+                -0.0066845384615384406,
+                -0.042044076923076885,
+                -0.07821423076923074,
+                0.137686,
+                -0.015271923076923129,
+                -0.17227284615384614,
+                0.2755073076923076,
+                0.10235538461538465,
+                -0.2435485769230769,
+                -0.1773835384615385,
+                0.08412084615384617,
+                -0.15183184615384618,
+                -0.10858899999999995,
+                -0.09742265384615373,
+                -0.05963238461538462,
+                -0.05630061538461538,
+                -0.018979730769230797,
+                0.05089046153846155,
+                0.15364107692307694,
+                -0.010982076923076903,
+                0.10650861538461538,
+                -0.1806068846153846,
+                -0.20850592307692312,
+                -0.014057692307692288,
+                0.21039161538461543,
+                -0.055766615384615394,
+                0.2426295384615386,
+                -0.12109303846153843,
+                -0.29682430769230767,
+                -0.15785057692307694,
+                0.19899334615384612,
+                -0.13024523076923075,
+                -0.20279253846153844,
+                0.04434280769230771,
+                -0.06270500000000002,
+                0.09504676923076928,
+                0.10028380769230766
+            ]
+        ],
+        "std": [
+            [
+                1.0412699655331787,
+                0.974109238604762,
+                0.9613906810801298,
+                0.9643340756609565,
+                0.9673793894378168,
+                1.003312008397785,
+                0.9182015580655095,
+                0.982743930536501,
+                0.9723005343268958,
+                0.9411703711795796,
+                0.9796610632100985,
+                0.9145025424643751,
+                0.9879752636511461,
+                1.0944915110032636,
+                0.9430338516297093,
+                0.9508755832408867,
+                0.9258429683390378,
+                0.8679061723089316,
+                1.0276288482675964,
+                0.9501945836398535,
+                1.0169676029594148,
+                1.0501744622186107,
+                0.9644548335998028,
+                0.9121775925932151,
+                0.9112105136727959,
+                1.0206435073325324,
+                0.9080727257130373,
+                0.9347829604211333,
+                0.8967697697883465,
+                0.9663770689480945,
+                0.9532701925574484,
+                0.8568118833949174,
+                0.9554743200735837,
+                1.1504807500220855,
+                1.0155470332338918,
+                1.0396018722819245,
+                0.9268106513458504,
+                0.9168958971379897,
+                0.9852213842143813,
+                1.001611750376513,
+                0.990217812330316,
+                0.9873887799655962,
+                1.0110391392211635,
+                0.9439560657308471,
+                1.068328170673588,
+                1.0047193948569797,
+                0.9979267159932226,
+                0.9934730341322996,
+                0.8557618796771218,
+                0.7460287358936586,
+                0.9778352307693193,
+                1.02192658245343,
+                1.037835803866067,
+                0.9677087884615755,
+                0.956543380038049,
+                1.0171593177603953,
+                0.91997592085019
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 57,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 114,
+    "parameters": 59282,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/molec-biol-promoter/fold_2/result.json b/UCI_N6/aol/runs/molec-biol-promoter/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9afe8841c330edc69ab778ad6070db96182eef7
--- /dev/null
+++ b/UCI_N6/aol/runs/molec-biol-promoter/fold_2/result.json
@@ -0,0 +1,144 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.9166666666666666,
+    "test_acc": 0.7352941176470589,
+    "train_size": 26,
+    "val_size": 12,
+    "test_size": 68,
+    "stats": {
+        "mean": [
+            [
+                -0.030045192307692332,
+                -0.23869049999999983,
+                0.041405769230769246,
+                0.06321669230769228,
+                -0.0025107307692308154,
+                0.09992461538461536,
+                0.013492769230769159,
+                0.14829176923076925,
+                -0.10286334615384617,
+                -0.08960249999999997,
+                0.19882307692307696,
+                0.09814630769230767,
+                -0.021829269230769246,
+                0.03465076923076919,
+                -0.18058907692307682,
+                -0.1311519076923077,
+                0.11797353846153848,
+                -0.05829530769230779,
+                0.1212169230769231,
+                0.07467584615384616,
+                0.18656150000000013,
+                0.2905494615384615,
+                -0.2553650384615384,
+                -0.06502038461538459,
+                -0.30667792307692304,
+                0.09333938461538464,
+                0.13742846153846142,
+                0.17420873076923077,
+                0.1120429615384615,
+                0.23890723076923073,
+                -0.16356549999999995,
+                0.08287507692307697,
+                -0.14056257692307694,
+                -0.09742265384615377,
+                -0.05963253846153847,
+                0.011515500000000038,
+                0.014551115384615343,
+                0.08378369230769231,
+                0.18436938461538463,
+                0.019652346153846163,
+                0.13786915384615384,
+                -0.14554365384615378,
+                -0.1756169230769231,
+                0.12139923076923075,
+                0.010079923076923155,
+                0.30467446153846156,
+                -0.10586153846153845,
+                0.15494511538461542,
+                -0.11217969230769238,
+                -0.011717730769230784,
+                -0.4645376538461538,
+                -0.13024538461538462,
+                0.02728761538461537,
+                -0.024779269230769223,
+                -0.16876950000000007,
+                -0.04202923076923075,
+                0.06767634615384611
+            ]
+        ],
+        "std": [
+            [
+                0.9790173867981108,
+                0.8922350160543789,
+                1.0237664792278374,
+                0.9979986758255733,
+                1.0450661465298063,
+                1.0048325881986542,
+                1.029402187109299,
+                1.0083506459854783,
+                0.9890083565745167,
+                1.0164135742199043,
+                1.0470407615391002,
+                1.0378839738382932,
+                0.9292517115719242,
+                0.9612825317480931,
+                1.0472447179957627,
+                1.0262853071350215,
+                1.052495553619595,
+                1.059841692041489,
+                1.1269554422034933,
+                0.9208378006880765,
+                0.9000880971984075,
+                0.9294786618886555,
+                1.076982881442786,
+                1.0095815066264635,
+                0.9911193052127372,
+                1.0313874086125658,
+                0.9980922524006728,
+                0.9095892006901778,
+                0.9905655045642239,
+                1.0384115432086387,
+                0.9810218452020498,
+                1.060299711989925,
+                0.9844584721629052,
+                0.9476257009349917,
+                0.8894460896472517,
+                1.0593221207156762,
+                0.8826955613077969,
+                0.9713319428712611,
+                1.075487248351794,
+                1.0067518301441576,
+                1.0419999967859404,
+                0.986766332875252,
+                1.0083607367807386,
+                0.9773806693737923,
+                1.0515029245809187,
+                0.9917044123633906,
+                0.9657665710047374,
+                0.9290685404960641,
+                1.1225398591645361,
+                1.0183526454206688,
+                0.8092726993206232,
+                0.9375164234499523,
+                1.0268476122485855,
+                0.9726335635209717,
+                0.9727406960463761,
+                1.112026712980068,
+                1.0129397204932757
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 57,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 114,
+    "parameters": 59282,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/molec-biol-promoter/fold_3/result.json b/UCI_N6/aol/runs/molec-biol-promoter/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1d432c9ca3fec08d5d2abd15239d401287c0470
--- /dev/null
+++ b/UCI_N6/aol/runs/molec-biol-promoter/fold_3/result.json
@@ -0,0 +1,144 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.8181818181818182,
+    "test_acc": 0.6376811594202898,
+    "train_size": 26,
+    "val_size": 11,
+    "test_size": 69,
+    "stats": {
+        "mean": [
+            [
+                0.06549715384615382,
+                -0.1733123461538461,
+                -0.22459746153846155,
+                -0.008068615384615393,
+                -0.33549623076923074,
+                -0.1233995769230769,
+                -0.17307238461538452,
+                0.023040692307692345,
+                -0.07135107692307693,
+                -0.18521865384615382,
+                -0.04839615384615389,
+                0.09814603846153849,
+                -0.021828923076923114,
+                0.07137899999999996,
+                -0.1493106769230769,
+                -0.0006160384615384937,
+                -0.16623299999999996,
+                -0.19716084615384608,
+                -0.1643116153846154,
+                0.14233134615384618,
+                0.18656149999999996,
+                0.09099338461538463,
+                0.09893680769230777,
+                -0.031236038461538454,
+                -0.43619169230769256,
+                -0.3382805384615385,
+                -0.13872946153846152,
+                0.21013507692307687,
+                0.32539880769230767,
+                0.34298038461538466,
+                -0.0706831923076923,
+                -0.0847729230769231,
+                0.08325415384615384,
+                0.03935515384615389,
+                -0.12760034615384613,
+                0.045423692307692304,
+                0.24926692307692294,
+                -0.014896576923076922,
+                0.030727999999999995,
+                0.14219007692307695,
+                -0.08165438461538452,
+                -0.07541711538461539,
+                -0.2085062307692308,
+                -0.14951476923076926,
+                0.010080153846153841,
+                0.16049815384615387,
+                -0.14071053846153841,
+                -0.19010246153846153,
+                0.22017992307692313,
+                -0.08478423076923074,
+                0.12914796153846148,
+                -0.195368,
+                -0.13705561538461536,
+                -0.33582846153846135,
+                -0.1687693076923077,
+                -0.0077596923076923285,
+                0.035068461538461576
+            ]
+        ],
+        "std": [
+            [
+                0.9949457610380924,
+                1.0006243291807655,
+                1.0805097483660284,
+                1.0669055953756055,
+                1.0322555409439118,
+                0.9848822871167503,
+                0.9431346904463401,
+                0.9378178344246724,
+                1.0181978932718458,
+                0.966727095536948,
+                0.9908076284467556,
+                1.0378839686283479,
+                1.088933086989841,
+                0.8046857737758931,
+                1.134679772935726,
+                0.9553453144737399,
+                0.9684821547379812,
+                0.8999479146517183,
+                0.9741754410810941,
+                1.0108802015807785,
+                0.7709686644604582,
+                1.0772131326993413,
+                0.8384300579512153,
+                1.0358089031747673,
+                1.0305305742983066,
+                0.9367306253151163,
+                0.9884948822596298,
+                0.9666870451735153,
+                0.7559985089760948,
+                0.8999593432865595,
+                0.9970138749450403,
+                1.052317535287378,
+                1.0819218493489575,
+                0.9767902491283019,
+                0.9784792222564622,
+                0.9949578210493984,
+                0.8614226395733138,
+                0.9539103328924243,
+                1.0209907346186988,
+                0.9432236511876507,
+                1.036795800272391,
+                1.0138060762016619,
+                1.1167776196923178,
+                1.0142323983395336,
+                1.1052486656840097,
+                1.0124481502282436,
+                1.0529966821172885,
+                0.9493509361557843,
+                1.1279936610242616,
+                1.0051609553372078,
+                0.9160134879427471,
+                1.0114984451985467,
+                0.8295657525376697,
+                1.028154229267194,
+                0.9727407925020125,
+                0.8988663639372382,
+                0.9628933437374779
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 57,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 114,
+    "parameters": 59282,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/molec-biol-splice/fold_0/result.json b/UCI_N6/aol/runs/molec-biol-splice/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b0148bbd4a1d3084ce39c16ee51a2aad3de0e21
--- /dev/null
+++ b/UCI_N6/aol/runs/molec-biol-splice/fold_0/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.8125,
+    "test_acc": 0.8212232096184005,
+    "train_size": 797,
+    "val_size": 480,
+    "test_size": 1913,
+    "stats": {
+        "mean": [
+            [
+                -0.08088939774153121,
+                -0.017083478042659816,
+                -0.008676474278544535,
+                0.01205199498117964,
+                -0.019879412797992446,
+                -0.06819678419071469,
+                0.014172110414052605,
+                -0.0726562358845669,
+                -0.0424785457967378,
+                0.030165779171894516,
+                -0.015724135508155584,
+                0.016329740276034888,
+                -0.03650249309912165,
+                0.060801804265996566,
+                0.050552770388958924,
+                -0.03993303764115418,
+                -0.02479237139272276,
+                0.026231244667502603,
+                0.0006134240903385369,
+                0.008120775407778993,
+                0.011976850690087297,
+                0.012784564617315019,
+                0.02205557967377646,
+                0.003761100376411143,
+                0.004885728983688804,
+                -0.007185055207026799,
+                0.006090311166875841,
+                -0.06913297616060121,
+                0.01692240903387772,
+                -0.024909814303639064,
+                0.002042144291092072,
+                0.03893583663739384,
+                0.04832313927227111,
+                -0.04144308908406656,
+                -0.04533064868255915,
+                0.029196543287328434,
+                -0.017319196988707316,
+                0.002574765370137967,
+                0.014485728983688884,
+                -0.04080718946047651,
+                -0.016152210790464142,
+                -0.1060891342534501,
+                0.00146361355081561,
+                -0.02892638393977404,
+                0.03808938393977416,
+                0.004615427854454175,
+                -0.006006715181932309,
+                0.03929904642409064,
+                -0.0026646035131743587,
+                -0.0008532597239647819,
+                -0.018261164366373872,
+                -0.015718006273525736,
+                -0.03865469008782939,
+                -0.0023145696361355087,
+                -0.01960441405269735,
+                -0.0853860326223336,
+                0.005193398996235927,
+                -0.017738670012547086,
+                0.055998069008782805,
+                0.039315545796737614
+            ]
+        ],
+        "std": [
+            [
+                0.9945490246391062,
+                0.9934109752899847,
+                1.0063178858807398,
+                0.9896020723574798,
+                0.9849358791871932,
+                0.9857421550044541,
+                0.9930276963595361,
+                0.9834603310222596,
+                1.0029783411831081,
+                1.008680505435535,
+                1.000646776584492,
+                1.017380058680371,
+                0.9990572202887158,
+                1.0037947864498273,
+                0.9921475019154874,
+                1.0063268933844312,
+                0.9808355420987935,
+                0.9924788012799176,
+                0.9847824180917667,
+                0.9870544204448741,
+                1.0013704839730797,
+                1.0166518616214755,
+                0.985710071283119,
+                1.0044850695151961,
+                0.9909244249062288,
+                0.9987615357097599,
+                1.0051852364272729,
+                0.9860816983161693,
+                1.0064425553080443,
+                1.021154244482058,
+                0.9991376459347909,
+                0.9638884376422283,
+                1.0033244557289336,
+                0.9848543808197192,
+                1.0055575628990723,
+                0.9940712305710926,
+                0.9741863114052403,
+                1.0048179660304701,
+                0.9887806108854191,
+                0.9765227042348682,
+                0.997334968218974,
+                0.9962132645441986,
+                1.0014416509782584,
+                1.002091005752959,
+                0.9893159775047747,
+                0.9934985594799247,
+                0.9886647568170538,
+                0.9919893464761707,
+                0.9955923461346924,
+                0.9926319617434606,
+                0.9728863130641628,
+                1.0082140966036435,
+                0.9961100311402014,
+                1.0077701107332304,
+                0.9792654768868749,
+                1.0119326199882663,
+                1.0172792289838704,
+                0.9956848073966668,
+                1.0083179950377872,
+                0.9802036286210523
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65763,
+    "cert_evals": {
+        "36": 0.7339257597923279,
+        "72": 0.6419236660003662,
+        "108": 0.5436487197875977,
+        "255": 0.16570830345153809
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/molec-biol-splice/fold_1/result.json b/UCI_N6/aol/runs/molec-biol-splice/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0373b6d4314f190ce7b4a5510a1928e004d779f
--- /dev/null
+++ b/UCI_N6/aol/runs/molec-biol-splice/fold_1/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.8201754385964912,
+    "test_acc": 0.8172431595250387,
+    "train_size": 797,
+    "val_size": 456,
+    "test_size": 1937,
+    "stats": {
+        "mean": [
+            [
+                0.018491488080301106,
+                -0.0011505069008782528,
+                0.021436997490589735,
+                0.03502552697616077,
+                0.021530190715181953,
+                0.01771506524466753,
+                0.0028268569636132166,
+                -0.03774227101631111,
+                0.019095676286072647,
+                -0.016733656210790544,
+                -0.0663814040150566,
+                0.005845333751568237,
+                0.004257730238393967,
+                0.0011046449184443634,
+                -0.027280681304893566,
+                0.005402819322459137,
+                0.04633495859473012,
+                0.009161250941028725,
+                0.026725796737766497,
+                -0.01972711794228387,
+                -0.01983136010037666,
+                -0.009908578419071404,
+                0.022055481806775055,
+                0.05518264240903318,
+                -0.04640085570890846,
+                -0.03727541907151866,
+                -0.0335212045169384,
+                -0.03967690213299759,
+                0.005998318695107535,
+                -0.01785224341279831,
+                -0.003198117942283299,
+                -0.013416670639897136,
+                -0.009072863237139185,
+                -0.007062920953576991,
+                0.011101452948557616,
+                -0.045883223337515024,
+                -0.012705889585947094,
+                -0.05706059096612311,
+                0.00637870514429108,
+                -0.024475352572145292,
+                -0.033483001254705075,
+                -0.018872419071518255,
+                -0.004380110414052662,
+                -0.019757495608531926,
+                -0.01618084692597215,
+                0.06015848933500684,
+                0.004326102885821954,
+                0.031207774153074287,
+                0.09302961606022617,
+                0.037705563362610196,
+                0.031232815558343906,
+                0.05163176913425327,
+                0.051368831869510787,
+                -0.02336010790464227,
+                0.006880800501882391,
+                -0.05682849560853219,
+                -0.004021038895859437,
+                0.002038494353826773,
+                0.05144887452948544,
+                -0.00027493977415304015
+            ]
+        ],
+        "std": [
+            [
+                0.9889166025491434,
+                1.0113611751416451,
+                1.00351331532884,
+                1.0051662180322105,
+                0.9987679141001061,
+                0.9996822942772838,
+                1.0042310134414263,
+                1.0134372724050602,
+                1.0000665011762366,
+                0.9994360301075128,
+                0.9995393709189473,
+                1.0346986177316517,
+                1.011186369192948,
+                1.0016439123703365,
+                0.9965028721446453,
+                1.0098540994428735,
+                0.9933407245937251,
+                1.0209497831856362,
+                0.9866653742506231,
+                0.982825314351339,
+                0.9914313036126221,
+                1.0062435071011668,
+                1.0149240913230397,
+                0.9887363914059815,
+                0.9994565119417103,
+                1.016608779035485,
+                0.9986323360957506,
+                0.9983077834509023,
+                0.992117921809115,
+                1.0118934305428742,
+                1.0093115895196225,
+                1.0141263884110643,
+                0.998031262724133,
+                0.9978752951488421,
+                1.0058194162074532,
+                0.9997345249416975,
+                1.0043988806220703,
+                1.0026034007181608,
+                1.0124721562205274,
+                0.9897322617082525,
+                0.9985816439065134,
+                0.9919527474532689,
+                1.0036339185538052,
+                0.973512268444304,
+                1.0130393993507771,
+                0.9897840394213037,
+                0.9936053260728854,
+                1.0155800367441008,
+                1.0112837805104922,
+                0.9806050237126605,
+                1.0133289778387422,
+                1.003164742603154,
+                0.9684252971086295,
+                0.9941237378734813,
+                0.9987879065672047,
+                1.0056255382787287,
+                1.0017418494408326,
+                0.9935852276048891,
+                1.024679553968222,
+                1.007096200700548
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65763,
+    "cert_evals": {
+        "36": 0.7253484725952148,
+        "72": 0.615384578704834,
+        "108": 0.5038719773292542,
+        "255": 0.09550851583480835
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/molec-biol-splice/fold_2/result.json b/UCI_N6/aol/runs/molec-biol-splice/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4bfc3b785ea80e98e9592a6899f1e9a2ed88029
--- /dev/null
+++ b/UCI_N6/aol/runs/molec-biol-splice/fold_2/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 39,
+    "best_val_acc": 0.8275862068965517,
+    "test_acc": 0.8177445216461785,
+    "train_size": 797,
+    "val_size": 522,
+    "test_size": 1871,
+    "stats": {
+        "mean": [
+            [
+                0.016180366373901797,
+                0.0159205972396487,
+                -0.04805540652446672,
+                0.017795338770389135,
+                -0.018760287327477875,
+                -0.012470120451693864,
+                -0.025536504391468096,
+                -0.023100938519447715,
+                -0.021953736511919807,
+                0.005599485570890773,
+                -0.028107018820577125,
+                -0.0663806737766629,
+                -0.002535664993726509,
+                -0.041697066499373665,
+                -0.041221063989962406,
+                -0.019531874529485415,
+                0.001174760351317426,
+                5.719824341241943e-05,
+                0.009695979924717433,
+                -0.006360112923463307,
+                0.031288966122960366,
+                0.01732320451693862,
+                0.034643243412797765,
+                -0.05223140276035192,
+                0.012863726474278572,
+                -0.02278748055207084,
+                0.08181816185696375,
+                0.022917264742786353,
+                0.03112372647427915,
+                0.01743540276035093,
+                0.009902525721455502,
+                0.030388477038899016,
+                -0.007947400250940755,
+                -0.002626762860728837,
+                -0.002393195734001926,
+                0.0224729749058976,
+                -0.035772559598494034,
+                0.031245622333751583,
+                0.07355148055206996,
+                -0.02680844165621052,
+                0.0011786298619825138,
+                -0.023523868255959906,
+                0.009644725219573422,
+                -0.011734667503136672,
+                0.04155336135508157,
+                -0.008113194479297375,
+                0.023843790464241343,
+                0.03351953826850721,
+                -0.05937222333751553,
+                0.01956023839397823,
+                -0.05714953952321155,
+                0.029942850690087883,
+                -0.01788004265997477,
+                0.018731055207026504,
+                0.00457773149309927,
+                -0.028270974905896498,
+                -0.044334417816813056,
+                0.02181565872020062,
+                -0.004279376411543287,
+                0.033493360100376554
+            ]
+        ],
+        "std": [
+            [
+                1.006032731784378,
+                0.9981987082501484,
+                1.0058419047925986,
+                1.0147724595576162,
+                0.9940588732535701,
+                0.9991159025458402,
+                0.9691047120808344,
+                0.9991048317365939,
+                1.020189994500977,
+                0.9848978164137729,
+                0.998075185404707,
+                0.9900346208081456,
+                0.9970676239537044,
+                1.0074170125268456,
+                0.9888612246445799,
+                1.0204821123725891,
+                1.0188778509112115,
+                1.021786600393116,
+                0.9923811904568762,
+                0.9930750642777653,
+                1.0126874688330874,
+                1.0123955584555848,
+                1.0119546947996216,
+                0.967160657446603,
+                1.013064602613993,
+                1.0088579414594196,
+                1.0050975228498589,
+                1.0226014249223117,
+                1.0030135447468238,
+                1.0006692722984143,
+                1.0063109761380487,
+                0.9976611466924694,
+                1.0191830139161713,
+                1.0037191251141417,
+                1.0000135193218243,
+                1.008885797923785,
+                1.005277894129722,
+                0.9951865869001352,
+                1.003658412696999,
+                1.0103592136706143,
+                1.013785819980191,
+                1.0167078374977943,
+                1.0100157686042965,
+                1.0010457270061084,
+                1.0282359743543752,
+                0.9985304229175116,
+                0.9712378399548074,
+                1.0007272977609394,
+                1.00869249677983,
+                0.9976542416860067,
+                1.0108332275437888,
+                1.0094799027511412,
+                0.9910934491654954,
+                1.0239973266326525,
+                0.9997566127783953,
+                0.995332570938697,
+                1.0015100811283149,
+                1.0189914283748178,
+                0.9815154139951994,
+                1.0109702187257807
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65763,
+    "cert_evals": {
+        "36": 0.7536077499389648,
+        "72": 0.6643506288528442,
+        "108": 0.5510422587394714,
+        "255": 0.15232497453689575
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/molec-biol-splice/fold_3/result.json b/UCI_N6/aol/runs/molec-biol-splice/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ae985067cf2a65562561c68e06ef1d54113e1ea
--- /dev/null
+++ b/UCI_N6/aol/runs/molec-biol-splice/fold_3/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.8189473684210526,
+    "test_acc": 0.8269030239833159,
+    "train_size": 797,
+    "val_size": 475,
+    "test_size": 1918,
+    "stats": {
+        "mean": [
+            [
+                0.023113880803011123,
+                -0.031878431618569576,
+                0.0017474705144291346,
+                -0.048827942283563595,
+                0.02600689711417815,
+                -0.020596907151819388,
+                0.03119006398996214,
+                -0.010712095357591008,
+                -0.03563701003764123,
+                -0.0066837766624844005,
+                0.020298818067753775,
+                0.0349687051442911,
+                0.03369574404015041,
+                0.010115574654956229,
+                -0.008693601003764222,
+                -0.037666260978670006,
+                0.013593819322459105,
+                -0.06367114930991241,
+                0.002884076537013706,
+                -0.04311930238393992,
+                -0.028919440401505687,
+                0.03661243287327482,
+                -0.012274677540778,
+                0.022044312421580708,
+                -0.0019524943538268248,
+                -0.00718509535759122,
+                0.018905804265997497,
+                -0.020039599749058525,
+                0.011460363864492227,
+                0.00190883061480542,
+                0.015142810539523602,
+                0.0015411859473054327,
+                -0.0034457590966119997,
+                0.007354567126724528,
+                -0.019568141781680794,
+                6.111668757913393e-05,
+                0.014974058971141782,
+                0.017483629861982628,
+                0.004062395232120175,
+                -0.039640589711417734,
+                -0.017307636135508092,
+                -0.015383726474278643,
+                0.02951326599749063,
+                0.010041510664993838,
+                -0.009252728983688915,
+                0.023129829360100374,
+                0.024991664993726456,
+                0.005777824341280051,
+                0.010330861982434136,
+                -0.02240079799247117,
+                0.013556362609786848,
+                0.009395460476787914,
+                -0.05596691593475561,
+                -0.0011453801756584612,
+                0.019547611041405746,
+                -0.005424897114178279,
+                -0.036271767879548236,
+                -0.04216928481806779,
+                -0.06910606649937284,
+                0.013698135508155716
+            ]
+        ],
+        "std": [
+            [
+                0.9995168687982413,
+                1.0072187255531315,
+                0.9922765699545656,
+                1.0014379023165043,
+                1.0007423887263762,
+                1.006595287508758,
+                0.996025190875742,
+                1.0015863398288425,
+                0.9939619881518538,
+                1.0012546381038536,
+                0.9974235803209218,
+                0.9958759047377087,
+                1.0231793150542605,
+                0.9988598615456608,
+                1.0165807865563634,
+                0.9981765632980487,
+                0.9916120393689883,
+                0.9967806721546657,
+                1.0001387498061993,
+                0.9907382633450215,
+                0.9919466420747174,
+                0.9918048070565159,
+                0.9927131112764388,
+                0.9987541938182435,
+                0.9829950228363971,
+                0.9987615525719863,
+                1.006646575684889,
+                0.9727270348859581,
+                1.0274767556558333,
+                0.9948545552577256,
+                0.9724110619354693,
+                0.999399954650725,
+                1.0137453383320747,
+                1.0038171597805419,
+                0.9942857302920103,
+                1.0221132950933616,
+                1.0125332438729522,
+                1.0058606284258966,
+                1.0061583893468007,
+                1.0071484737907352,
+                0.993080173542264,
+                0.994054088509694,
+                1.0019557537886754,
+                0.9879867613789639,
+                1.0059203970540576,
+                1.002236769456239,
+                1.0166179760088292,
+                1.0148930646959913,
+                0.9855942441531308,
+                0.9881712595842015,
+                0.997375001351328,
+                1.0153221146032385,
+                0.9987022726517054,
+                1.0023090382878383,
+                0.9960039697880356,
+                0.9659716681886643,
+                1.0079997805456118,
+                0.9972223231158401,
+                0.9973623069301778,
+                1.0162353419266272
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65763,
+    "cert_evals": {
+        "36": 0.7434828281402588,
+        "72": 0.623566210269928,
+        "108": 0.48331594467163086,
+        "255": 0.08498436212539673
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-1/fold_0/result.json b/UCI_N6/aol/runs/monks-1/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fce49bbeddcf74d7469e60875b8fca324676e415
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-1/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.7142857142857143,
+    "test_acc": 0.550561797752809,
+    "train_size": 432,
+    "val_size": 35,
+    "test_size": 89,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-1/fold_1/result.json b/UCI_N6/aol/runs/monks-1/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..213b1fb88e9f598b52a6c4c5ada09d8d0d9e04ca
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-1/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5652173913043478,
+    "test_acc": 0.48514851485148514,
+    "train_size": 432,
+    "val_size": 23,
+    "test_size": 101,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.48514851927757263,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-1/fold_2/result.json b/UCI_N6/aol/runs/monks-1/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e74b8d54a4d438ce1db96bb7fb0b48879aa61c4c
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-1/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.7241379310344828,
+    "test_acc": 0.6210526315789474,
+    "train_size": 432,
+    "val_size": 29,
+    "test_size": 95,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-1/fold_3/result.json b/UCI_N6/aol/runs/monks-1/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6336cba80f777fcc2cc446d7a4dd3b23fc6883d9
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-1/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.6956521739130435,
+    "test_acc": 0.7029702970297029,
+    "train_size": 432,
+    "val_size": 23,
+    "test_size": 101,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-2/fold_0/result.json b/UCI_N6/aol/runs/monks-2/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..672780b44b9739f88ca18499b423ea62eaf854e5
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-2/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.36666666666666664,
+    "test_acc": 0.4244604316546763,
+    "train_size": 432,
+    "val_size": 30,
+    "test_size": 139,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-2/fold_1/result.json b/UCI_N6/aol/runs/monks-2/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac5caab933bcd7f3a31ac684b1f23de0266ba1b8
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-2/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.34615384615384615,
+    "test_acc": 0.38461538461538464,
+    "train_size": 432,
+    "val_size": 26,
+    "test_size": 143,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.38461539149284363,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-2/fold_2/result.json b/UCI_N6/aol/runs/monks-2/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ae903e9df81bfb029a4e448c6d6b81a9ad1fa52
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-2/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.5862068965517241,
+    "test_acc": 0.5142857142857142,
+    "train_size": 432,
+    "val_size": 29,
+    "test_size": 140,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-2/fold_3/result.json b/UCI_N6/aol/runs/monks-2/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..27372396e5704c9888de4566d98263760dfaf431
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-2/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.6551724137931034,
+    "test_acc": 0.6142857142857143,
+    "train_size": 432,
+    "val_size": 29,
+    "test_size": 140,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-3/fold_0/result.json b/UCI_N6/aol/runs/monks-3/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..99e640fd88e02fae6b53c254e7d95724d040ff16
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-3/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.90625,
+    "test_acc": 0.7777777777777778,
+    "train_size": 432,
+    "val_size": 32,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-3/fold_1/result.json b/UCI_N6/aol/runs/monks-3/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..22268a92f6c3c32fcad21dc6289a0eae0deff930
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-3/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5555555555555556,
+    "test_acc": 0.4807692307692308,
+    "train_size": 432,
+    "val_size": 18,
+    "test_size": 104,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.48076924681663513,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-3/fold_2/result.json b/UCI_N6/aol/runs/monks-3/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d4c1f00a1ade3c4d989fe3f0e6a550883388ea5
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-3/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.75,
+    "test_acc": 0.6224489795918368,
+    "train_size": 432,
+    "val_size": 24,
+    "test_size": 98,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/monks-3/fold_3/result.json b/UCI_N6/aol/runs/monks-3/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..72fd8311898bc3e24db45a00ad1201529021c12b
--- /dev/null
+++ b/UCI_N6/aol/runs/monks-3/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.5862068965517241,
+    "test_acc": 0.5483870967741935,
+    "train_size": 432,
+    "val_size": 29,
+    "test_size": 93,
+    "stats": {
+        "mean": [
+            [
+                -5.13992141030165e-18,
+                1.1307827102663631e-17,
+                -6.6818978333921455e-18,
+                -1.02798428206033e-18,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9988447623463166,
+                0.9988447623463166,
+                0.9988419999999979,
+                0.9988447623463166,
+                0.9988439629181349,
+                0.9988419999999979
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/mushroom/fold_0/result.json b/UCI_N6/aol/runs/mushroom/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..503e6a5fb9e4d3ba5598174f862fb9f8beaddd1c
--- /dev/null
+++ b/UCI_N6/aol/runs/mushroom/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 68,
+    "best_val_acc": 0.9900332225913622,
+    "test_acc": 0.9901820413172427,
+    "train_size": 2031,
+    "val_size": 1204,
+    "test_size": 4889,
+    "stats": {
+        "mean": [
+            [
+                0.01584243131462058,
+                0.019616320039388076,
+                -0.017441079960610038,
+                1.6376169432992076e-06,
+                0.03251508222550193,
+                -0.0356802550467818,
+                0.0053510472673569415,
+                0.01704437272280179,
+                -0.004787042589856331,
+                -0.006957840965042196,
+                -0.010824010832105619,
+                -0.015714124076808157,
+                -0.0028289399310687338,
+                0.026870491383555076,
+                0.022659543082221442,
+                -0.030434470704082447,
+                0.043593827671097096,
+                0.004918543082224606,
+                0.02840681752831178,
+                -0.026348127031018555,
+                -0.005641193156080321
+            ]
+        ],
+        "std": [
+            [
+                1.035686963839167,
+                1.007002340594574,
+                1.0017151333988827,
+                0.9999368171880522,
+                0.9990636351015061,
+                1.1008233629053865,
+                1.0048344484644247,
+                1.0068055573931955,
+                1.0236440770193422,
+                1.0008597796892533,
+                1.0073922426397302,
+                1.0167066772104598,
+                1.0093964386273888,
+                0.9734350559013669,
+                0.9832626494901496,
+                1.1103048088729688,
+                1.0723209186406066,
+                1.007595964551157,
+                1.0120097158286505,
+                1.0110411166324569,
+                1.0045172770457236
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8234,
+    "cert_evals": {
+        "36": 0.9805685877799988,
+        "72": 0.9717733860015869,
+        "108": 0.9568418860435486,
+        "255": 0.8776845932006836
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/mushroom/fold_1/result.json b/UCI_N6/aol/runs/mushroom/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a55e5806319c25e29c41594a9c4eeadd26e305ac
--- /dev/null
+++ b/UCI_N6/aol/runs/mushroom/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 79,
+    "best_val_acc": 0.988835725677831,
+    "test_acc": 0.9845009299442034,
+    "train_size": 2031,
+    "val_size": 1254,
+    "test_size": 4839,
+    "stats": {
+        "mean": [
+            [
+                0.021851665189558965,
+                0.045494687346133454,
+                -0.023016031905465747,
+                0.036965530280656626,
+                -0.008439554899067095,
+                -0.06050103692762893,
+                -0.005352279172820291,
+                0.018109654357464634,
+                -0.010826772476611657,
+                -0.005964144756278134,
+                -0.0263845425898607,
+                -0.005439538158541234,
+                0.010182521910388735,
+                0.029856061546036587,
+                0.009422661742979281,
+                -0.06898491088133507,
+                0.012714621368784741,
+                -0.020496901526342964,
+                0.05158484524864612,
+                -0.02241571344165382,
+                -0.02120593136385968
+            ]
+        ],
+        "std": [
+            [
+                1.0315248601647244,
+                0.9830179985436717,
+                1.0047928251090696,
+                0.992895294859441,
+                1.0073587113125533,
+                1.1652227018641232,
+                0.9949884738559476,
+                1.0072236447378615,
+                1.00567603413793,
+                1.0007315155621166,
+                1.0109205575258327,
+                0.9954514465944221,
+                0.9929406186187327,
+                0.9751836648011396,
+                0.9886323473980784,
+                1.2290771873330002,
+                1.039381732586694,
+                1.0071967460617643,
+                1.021124603051882,
+                0.9975517568367002,
+                0.9993739380403122
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8234,
+    "cert_evals": {
+        "36": 0.9752014875411987,
+        "72": 0.9621822834014893,
+        "108": 0.9522628784179688,
+        "255": 0.8662946820259094
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/mushroom/fold_2/result.json b/UCI_N6/aol/runs/mushroom/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f38d081bfdfcb1ffb49eb501bd403450f2d4ddf8
--- /dev/null
+++ b/UCI_N6/aol/runs/mushroom/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 58,
+    "best_val_acc": 0.9867394695787831,
+    "test_acc": 0.9858657243816255,
+    "train_size": 2031,
+    "val_size": 1282,
+    "test_size": 4811,
+    "stats": {
+        "mean": [
+            [
+                0.03987938453963112,
+                0.04048598621368699,
+                0.017724141063516025,
+                0.042959675036934646,
+                0.03524534219595943,
+                -0.01085947316593538,
+                0.06020559527326806,
+                0.04154585032004439,
+                -0.021138416248152825,
+                0.00794760216642041,
+                -0.004058537173807962,
+                0.006043802067947628,
+                0.019799688330871056,
+                0.03766451600196941,
+                0.053620419005411035,
+                -0.008115798128995993,
+                0.03451170260955303,
+                -0.036620701624815996,
+                0.050364973855244716,
+                -0.04954926834071779,
+                -0.038910718808467415
+            ]
+        ],
+        "std": [
+            [
+                1.0340777607321368,
+                0.9828467876602278,
+                1.0051604242584575,
+                0.9916188873116444,
+                1.0038227965760236,
+                1.0318178450050028,
+                1.0521446789948306,
+                1.0160955327893362,
+                0.9979031775629262,
+                0.9988302921123722,
+                1.0182499365894375,
+                1.001416742027472,
+                0.9791335857275247,
+                0.980153235814559,
+                0.9653369532140004,
+                1.0477780788429225,
+                1.071696160550273,
+                1.0158478432818197,
+                1.025340873611186,
+                1.0205312831654343,
+                1.0033427979641445
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8234,
+    "cert_evals": {
+        "36": 0.976304292678833,
+        "72": 0.9625857472419739,
+        "108": 0.9517771601676941,
+        "255": 0.8661401271820068
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/mushroom/fold_3/result.json b/UCI_N6/aol/runs/mushroom/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..31282e8b0e2538ca652b56885776f4700a2ff7ff
--- /dev/null
+++ b/UCI_N6/aol/runs/mushroom/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 56,
+    "best_val_acc": 0.9823151125401929,
+    "test_acc": 0.9882449989688595,
+    "train_size": 2031,
+    "val_size": 1244,
+    "test_size": 4849,
+    "stats": {
+        "mean": [
+            [
+                0.03496272082717429,
+                0.006259809945836701,
+                -0.04574476898079691,
+                0.0529499162973972,
+                0.02928835942885052,
+                -0.032577657311676125,
+                0.02140603692762581,
+                0.03515416051206783,
+                -0.04146721969473072,
+                0.024840437715410932,
+                -0.005411634662730505,
+                0.015714001477105683,
+                0.0005653535204322815,
+                0.0039044672575081134,
+                -0.004711640078783966,
+                -0.03449241260462414,
+                -0.005449605120628364,
+                -0.03908023929099026,
+                0.04496253520433339,
+                -0.007472618414573513,
+                -0.011867085376661432
+            ]
+        ],
+        "std": [
+            [
+                1.037139112731056,
+                0.9986273221456993,
+                0.9988733086677153,
+                0.9894071869891404,
+                0.9808046824130975,
+                1.092466913790217,
+                1.0192143900594468,
+                1.0137373624703432,
+                1.0005595322422731,
+                0.9962556551254128,
+                1.0143973341038952,
+                0.977335640989274,
+                1.0045271012864667,
+                0.9912055809890613,
+                0.9960096703292455,
+                1.1096668870025468,
+                0.9979657396378034,
+                1.0073781800135768,
+                1.0120560325807864,
+                1.0092077265578872,
+                1.0030900969477494
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8234,
+    "cert_evals": {
+        "36": 0.9810270071029663,
+        "72": 0.9744277000427246,
+        "108": 0.9595792889595032,
+        "255": 0.8601773381233215
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/musk-1/fold_0/result.json b/UCI_N6/aol/runs/musk-1/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2464c3422e29a2c2b9f2c00c55e4f5233a8911eb
--- /dev/null
+++ b/UCI_N6/aol/runs/musk-1/fold_0/result.json
@@ -0,0 +1,362 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.8289473684210527,
+    "test_acc": 0.7651245551601423,
+    "train_size": 119,
+    "val_size": 76,
+    "test_size": 281,
+    "stats": {
+        "mean": [
+            [
+                -0.009291536974789802,
+                -0.12607884680672266,
+                -0.04762204201680674,
+                -0.0761702235294117,
+                -0.044936774789916,
+                -0.014382231932773128,
+                -0.041894201680672254,
+                -0.03190622907563026,
+                0.021353001680672248,
+                0.10775567647058813,
+                0.09010778932773111,
+                -0.057640225210084016,
+                0.14667296336134458,
+                0.10126893949579828,
+                0.14001244605042018,
+                -0.04249502016806724,
+                0.038105572268907546,
+                0.002184308487394976,
+                -0.05224322941176468,
+                0.06215304016806718,
+                -0.12393828857142859,
+                -0.02803303361344539,
+                -0.10647747142857145,
+                0.02538642941176475,
+                0.03754377647058824,
+                -0.00930381512605037,
+                -0.10533614621848736,
+                -0.07591091428571431,
+                0.015518248319327696,
+                0.03344583445378154,
+                -0.0436141698991596,
+                -0.03440255966386541,
+                -0.08419558653781517,
+                0.059494676050420144,
+                0.011928458739495816,
+                -0.006269523999999992,
+                0.060528428571428566,
+                0.03592683193277311,
+                0.07123646218487396,
+                -0.0823780630252101,
+                -0.03973622907563024,
+                -0.09128727731092437,
+                0.134798512605042,
+                0.09857759663865544,
+                0.08639189302521,
+                0.04655348655462184,
+                0.12397431176470586,
+                -0.0036607467226890487,
+                -0.045298374201680695,
+                0.09763559579831942,
+                -0.11482796470588238,
+                0.005798111764705843,
+                -0.04984500840336133,
+                0.10562984689075626,
+                -0.006794973949579853,
+                -0.06879170025210085,
+                -0.05042998067226895,
+                -0.1381735478991597,
+                0.018107122621848763,
+                0.07930746134453784,
+                -0.035087430369747964,
+                -0.047216151260504276,
+                -0.050801200000000026,
+                0.000790052100840336,
+                -0.03210146470588229,
+                -0.011450639932773149,
+                0.13865514789915964,
+                0.024682792941176448,
+                0.04572973361344544,
+                -0.07111193899159665,
+                -0.05305032773109243,
+                -0.03151311848739495,
+                0.13506087714285714,
+                0.03930882689075631,
+                0.13208768117647057,
+                0.03213378487394958,
+                0.036931210084033585,
+                0.0542657411764706,
+                -0.055266365126050425,
+                -0.007700784890756318,
+                -0.06660210142857143,
+                -0.0472203361344537,
+                -0.13513644588235293,
+                -0.0953638899159664,
+                0.0684584218487394,
+                -0.027715061344537825,
+                -0.13681975714285718,
+                -0.03402985277310925,
+                0.0014045230252100738,
+                0.0014960380672269073,
+                -0.013881531092436904,
+                -0.054739220168067156,
+                -0.07439434873949584,
+                0.16347766033613445,
+                -0.027834813445378172,
+                0.04105560084033615,
+                -0.018090553781512614,
+                0.039478408403361344,
+                0.01011179831932775,
+                -0.056224057983193236,
+                -0.05482081092436975,
+                -0.09049105663865546,
+                0.1384086307563025,
+                0.1158592352941177,
+                0.1295010983193277,
+                0.026534809327731116,
+                0.030993403193277324,
+                0.045596629411764705,
+                0.07867409050420171,
+                0.07023428403361341,
+                -0.010699962478991626,
+                -0.1297697013445378,
+                -0.06125888739495793,
+                -0.054635241344537774,
+                0.07315159588235293,
+                0.14113961932773117,
+                0.03369915462184867,
+                -0.017007521008403328,
+                -0.03182301008403359,
+                -0.10475748344537812,
+                0.029890118487394944,
+                0.008469613445378164,
+                0.0055577798319327845,
+                -0.015650881428571396,
+                0.0048053532268907215,
+                0.06544014621848733,
+                0.11003610159663865,
+                0.04605257647058817,
+                0.14969492016806743,
+                -0.012363702521008463,
+                -0.051404617310924446,
+                -0.01038593529411762,
+                -0.07927427529411762,
+                -0.04159334571428572,
+                0.06169648184873948,
+                0.11608897882352946,
+                0.038903689075630285,
+                0.1461880742857143,
+                -0.06708651966386553,
+                -0.11414608924369747,
+                -0.1295263958823529,
+                -0.03233595445378152,
+                -0.04501458058823521,
+                -0.000721831932773089,
+                -0.004400483109243784,
+                -0.12390628907563028,
+                -0.036873544537815106,
+                -0.0909845665546218,
+                -0.10444491176470592,
+                -0.09871166294117649,
+                0.005718816974789886,
+                -0.036594511848739485,
+                -0.04913234621848742,
+                -0.08743706722689078,
+                -0.11513121176470595,
+                -0.08874053697478997,
+                -0.05336954033613433,
+                0.082962791092437,
+                -0.021164454621848745,
+                -0.0932097171428572,
+                0.014436121848739485,
+                -0.04426032336134451,
+                -0.1090511277310925,
+                0.1449148087394958,
+                0.1817663789915966,
+                0.013956836806722718
+            ]
+        ],
+        "std": [
+            [
+                1.0099114119845158,
+                0.9348594846360825,
+                0.9584972842977127,
+                0.9640337720371549,
+                0.2970971465206269,
+                0.9902644318765941,
+                0.9766608443635819,
+                0.9277337303843832,
+                1.0209147991357326,
+                0.8462688910212999,
+                0.937274236323561,
+                0.9720030442747652,
+                0.8629052767970179,
+                1.0131630405366665,
+                1.0235995127546023,
+                0.9236691973697053,
+                1.0455909357050364,
+                1.035981564713016,
+                0.99532697338212,
+                0.9211771365528878,
+                0.874501926986878,
+                0.9704498314090642,
+                0.891302047446978,
+                0.9804149844573272,
+                1.0041773279830728,
+                1.002529298728106,
+                1.0224471703080853,
+                0.9244712375286949,
+                0.9743559806263377,
+                0.9887295244749511,
+                0.9544273760411471,
+                1.02985801200279,
+                0.9474472095469905,
+                0.9846549124544697,
+                1.0482961086154436,
+                1.055409389025073,
+                1.0423422939087563,
+                1.0253865871036294,
+                1.0239668108505644,
+                0.9972886803210333,
+                0.9397442064430964,
+                0.9896358956731565,
+                0.8331728551459917,
+                1.0002340413586819,
+                1.026654843545489,
+                0.9343094828155423,
+                1.0805604708964744,
+                1.016149424944211,
+                0.9476470504397961,
+                0.8577284376860824,
+                0.920172262946738,
+                1.0002820735413485,
+                0.9664321885797094,
+                1.019659024980453,
+                1.0132206139363333,
+                1.00472748039475,
+                1.0024772758067237,
+                0.9013838379335253,
+                0.9715976585133171,
+                0.9356214917883198,
+                0.9726637625607683,
+                1.00574462045675,
+                0.9321535556262043,
+                1.004591790870879,
+                1.0091107376933197,
+                1.0832569998991441,
+                1.8163040204653527,
+                0.9290261409599484,
+                1.0054342451497356,
+                0.9239187303729655,
+                0.9412606308289463,
+                0.9574057112375489,
+                0.8857071278100311,
+                1.0050826351619282,
+                0.9471390167804283,
+                1.0193559664076242,
+                1.033149121132442,
+                0.9758992146197891,
+                0.9828293233847875,
+                0.90614346312176,
+                0.9387813930150655,
+                0.9606369771060325,
+                0.8549597722364108,
+                0.9981213041653383,
+                0.9677112371500205,
+                0.9888508064525113,
+                0.9412501606612704,
+                0.9784409127120647,
+                0.9536777420064435,
+                1.0085901119483398,
+                1.0060567404606122,
+                1.05851562000323,
+                0.9752413461311447,
+                0.832810761621145,
+                0.9562798547506608,
+                0.9993771767194177,
+                0.9838326504712223,
+                1.0393844730608708,
+                0.9854152300072946,
+                0.9930779495430294,
+                0.9453202880876939,
+                1.0360449396357243,
+                0.9713513980461649,
+                0.9992332279693708,
+                1.030407313898056,
+                1.0076912122214956,
+                1.0744880656744056,
+                1.0277037793008523,
+                0.9982104529316067,
+                1.0186593720796726,
+                0.9108463414168625,
+                0.8553233102911179,
+                0.9405777768078974,
+                0.9494600014203208,
+                0.9952734588081359,
+                0.9638326137771844,
+                0.9939522113357686,
+                0.9987681660336664,
+                1.0036155891840373,
+                1.0182452713672059,
+                0.9910446446968689,
+                1.0210928396177827,
+                1.014427730685323,
+                1.0086920592279505,
+                1.0093171765266578,
+                0.9594492714523327,
+                0.9056353320538072,
+                0.9878559376915045,
+                0.865650141810967,
+                1.0394374951234533,
+                0.9719119864007881,
+                0.9799530665659871,
+                0.9588363638135182,
+                0.9822725442114135,
+                0.9853299809008946,
+                0.9191461281202059,
+                1.0618195424162966,
+                0.9695623887099393,
+                0.9472161121894884,
+                0.9054444134708255,
+                0.8581249512539794,
+                0.9983938325913907,
+                0.9776524170683517,
+                1.0043567453308122,
+                1.0368357351214297,
+                0.7773405936733125,
+                0.9853354382623081,
+                0.9079498191834765,
+                0.9125689627310116,
+                1.007586247217154,
+                1.0299208957325752,
+                0.9872806671843242,
+                0.9852145677771802,
+                0.961619761600875,
+                1.0605262646288578,
+                0.980777477262741,
+                0.8407792662129906,
+                0.9672088420960975,
+                0.993154330767692,
+                0.9994330628955878,
+                0.9756248219133866,
+                1.0207484353264802,
+                0.8458747953216613,
+                1.047455330809163,
+                0.8596011234926225,
+                0.9804108130279062
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 166,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 332,
+    "parameters": 498334,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/musk-1/fold_1/result.json b/UCI_N6/aol/runs/musk-1/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..13369829ab4a710f042fd6ddd3d4a956c50517f8
--- /dev/null
+++ b/UCI_N6/aol/runs/musk-1/fold_1/result.json
@@ -0,0 +1,362 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.7317073170731707,
+    "test_acc": 0.7454545454545455,
+    "train_size": 119,
+    "val_size": 82,
+    "test_size": 275,
+    "stats": {
+        "mean": [
+            [
+                0.024158311764705866,
+                0.06841572537815128,
+                0.07787132436974789,
+                0.05814358991596639,
+                -0.0888491647058824,
+                0.03483687310924371,
+                -0.08321678991596636,
+                0.0172144136134454,
+                -0.07243344537815127,
+                0.008146065798319318,
+                -0.016513243697478995,
+                -0.05358841159663873,
+                -0.11541696184873952,
+                -0.030794808823529415,
+                -0.023826682857142848,
+                0.22576291260504208,
+                -0.07960640428571429,
+                0.17796446697478982,
+                -0.10515495630252099,
+                -0.1766215479831932,
+                -0.021160134789915977,
+                -0.09120216806722693,
+                -0.08078450756302523,
+                0.036557993277310914,
+                0.07266807731092434,
+                -0.07452452100840339,
+                -0.09814859546218489,
+                0.003981514285714288,
+                0.06022833823529412,
+                0.03180818907563029,
+                0.12598115882352945,
+                -0.019460692436974722,
+                0.005478542042016823,
+                0.03584051008403359,
+                0.02924001680672268,
+                0.08767364537815124,
+                0.028594260504201666,
+                -0.07716408655462187,
+                0.056073705882352984,
+                -0.05639972268907562,
+                0.0835798580672269,
+                0.025938724369747895,
+                -0.10687808823529413,
+                -0.07300582436974785,
+                -0.056062168571428615,
+                0.07744706722689071,
+                -0.11377087142857145,
+                0.048533752268907604,
+                -0.08137850462184877,
+                -0.058378573949579855,
+                -0.028422560504201697,
+                -0.0789361680672269,
+                -0.08572274453781516,
+                0.03500715462184874,
+                0.09914903445378148,
+                -0.01241268218487394,
+                -0.09931365378151263,
+                -0.012532198319327783,
+                0.059187288168067245,
+                0.08141363613445372,
+                0.08123671047058818,
+                0.02099984705882357,
+                -0.061353805882352924,
+                0.05045417815126048,
+                0.003424229411764733,
+                0.03549537599999996,
+                0.10939142605042013,
+                0.024103800252100897,
+                0.09995052563025215,
+                0.04793713714285712,
+                0.08099445378151263,
+                0.04342324285714288,
+                -0.04197519075630255,
+                -0.006363128907563019,
+                -0.04760110218487393,
+                0.18736039663865556,
+                -0.06648005882352942,
+                0.04628493109243699,
+                -0.08752957159663863,
+                -0.10092213726050421,
+                -0.04371235016806719,
+                -0.08629289915966386,
+                -0.061165748991596644,
+                0.06382008823529413,
+                0.08361947142857139,
+                -0.08537609243697473,
+                0.011821439495798298,
+                0.059812282521008404,
+                0.07737757478991594,
+                0.048898662184873966,
+                0.05884979831932784,
+                0.032120366386554605,
+                0.049671467226890774,
+                0.06206085193277312,
+                -0.06417456806722689,
+                0.09108409243697482,
+                0.013927862352941179,
+                -0.0819115100840336,
+                0.06585645378151259,
+                -0.080924987394958,
+                0.08453104543697479,
+                0.03520098739495797,
+                -0.033171742605042,
+                -0.07644083142857143,
+                -0.07423916470588235,
+                0.19354969352941173,
+                0.07750047327731097,
+                0.04090831848739493,
+                -0.009056908571428546,
+                -0.08928623369747901,
+                -0.1007881585714285,
+                -0.06398705378151263,
+                -0.08433044033613445,
+                -0.08870030352941174,
+                0.009959691008403333,
+                -0.09990773865546218,
+                0.05553736134453778,
+                -0.06597402521008403,
+                -0.09688954873949583,
+                -0.07634268067226894,
+                0.04976200672268908,
+                0.09565500000000006,
+                0.04676366134453782,
+                0.039169940336134454,
+                0.01394140588235296,
+                0.09173843613445375,
+                0.04849337193277301,
+                0.02735341008403359,
+                0.0022560852100840245,
+                0.017306670588235304,
+                -0.07432240336134455,
+                0.018145999999999957,
+                0.07377648403361345,
+                0.03658892100840334,
+                0.09466570336134442,
+                -0.01156839252100844,
+                -0.08601561932773116,
+                -0.023251629747899148,
+                -0.07814215966386556,
+                -0.05655879957983193,
+                -0.07487231655462186,
+                -0.05101524907563022,
+                -0.07532593025210085,
+                -0.08363757142857142,
+                0.04670676983193278,
+                0.01303225319327727,
+                0.1082119579831933,
+                0.058739847226890775,
+                0.04739272436974786,
+                -0.08494485210084034,
+                -0.007814653361344537,
+                0.03440219747899159,
+                0.03682794453781517,
+                0.019789025210084014,
+                -0.020285273949579827,
+                0.01840798831932768,
+                0.09117156386554631,
+                0.09178180537815128,
+                0.028927057983193283,
+                0.039525619159663856,
+                0.03801534126050421,
+                0.05517624386554618,
+                0.027384261176470626,
+                -0.06334286823529411,
+                -0.002208981512605072,
+                0.04186990235294113
+            ]
+        ],
+        "std": [
+            [
+                0.9547059509648184,
+                0.9457416976985498,
+                0.9671967001393593,
+                1.0340808405040773,
+                0.29867998736393586,
+                0.9719739664896527,
+                1.0223829819294672,
+                0.9920370365260445,
+                0.9938178926570024,
+                1.0674678703036786,
+                1.0536235501005935,
+                0.9759681128010698,
+                1.1933806341652835,
+                1.0462009952757907,
+                1.0396377705165756,
+                1.2364398130013148,
+                1.0297123743799923,
+                1.0513930980262587,
+                0.9790963258765985,
+                1.0632151511993007,
+                0.8881037178933221,
+                0.997644465555213,
+                0.9146456782945884,
+                0.9986846418706715,
+                1.028389228812699,
+                1.0052304374745582,
+                1.0570364058143467,
+                1.1112265087401707,
+                1.0072333277340315,
+                0.9792224727759794,
+                1.140107641685767,
+                1.0319855071635557,
+                1.012909596546793,
+                1.0478738212633798,
+                1.0393769664926573,
+                1.040313487043468,
+                1.0004874772542869,
+                1.0065552249215965,
+                0.9959877333213383,
+                1.0314341517051941,
+                0.9609827644603898,
+                0.9407821598946572,
+                1.1423539444973092,
+                1.040681629733202,
+                1.035405523493998,
+                1.0348642291431813,
+                0.9384238030240764,
+                1.007329148159345,
+                0.96532151079532,
+                1.080102411960722,
+                0.9189706961196683,
+                0.9890328023534652,
+                0.9970449665503818,
+                1.0032947034394086,
+                1.0232492622926868,
+                0.9044539334562162,
+                1.0428486576399463,
+                0.9869742154628898,
+                0.9627579193146311,
+                1.0375988820208812,
+                1.0442635152617854,
+                0.9921480147512401,
+                1.0172361211613725,
+                0.9856162070884749,
+                1.0071085351580469,
+                1.004680228407639,
+                1.0918099971010347,
+                0.859818967469955,
+                0.951570742602994,
+                0.8998130747416146,
+                0.9682740422741012,
+                0.9513593820658351,
+                1.0918457242129123,
+                1.0306512739007234,
+                1.1233409715843774,
+                1.319054880300292,
+                1.0190368042078375,
+                1.0726089749646683,
+                0.9780586022786055,
+                1.0237281910570661,
+                0.9302196391823201,
+                1.0150095369233572,
+                0.8567595112619277,
+                1.0253125704582768,
+                1.0329663588386147,
+                1.0150497595004389,
+                0.9645261987539875,
+                0.9987452828678794,
+                0.9996111734287946,
+                0.9939296531881606,
+                1.0641892502012626,
+                1.0238265092687246,
+                1.0399511925040086,
+                1.0927394981630942,
+                0.947573210798269,
+                1.0191620496299643,
+                0.9777226300254053,
+                1.0076015412678785,
+                0.9989352692153354,
+                1.0456873119376142,
+                0.9570466525951427,
+                0.9629678052479418,
+                1.0756215730851235,
+                1.0393724244555782,
+                1.0305172746367526,
+                1.0836356914908913,
+                1.0236898037082116,
+                1.030964269392618,
+                1.054840275031591,
+                1.0178620591147387,
+                1.006995468728297,
+                0.8734971943634845,
+                0.942877766385353,
+                0.971630330747536,
+                1.0292634993717256,
+                1.116414229811486,
+                1.0266501952515827,
+                1.0364187186039386,
+                1.0294974903053178,
+                1.069916118390874,
+                0.9920027928850452,
+                1.0092646258306635,
+                0.9981544780299838,
+                0.9515782433268465,
+                1.0464699288665589,
+                1.0272730625017454,
+                1.0548039781673533,
+                0.983479378572509,
+                1.135184518802563,
+                1.0353433069590894,
+                1.0020848418547366,
+                1.0073768884693561,
+                0.9727461694029419,
+                0.9973821577284503,
+                1.0529917786648204,
+                0.8823455010261391,
+                1.0295445080258667,
+                0.906856533293073,
+                0.9621107954508806,
+                0.8425968192386732,
+                0.8559038698220399,
+                1.016468338504835,
+                1.037043233806624,
+                1.0173006551929522,
+                1.0578471179473388,
+                1.0163426747138629,
+                1.1986785031894742,
+                0.9143980309098125,
+                0.9344978248549644,
+                1.0421032838564122,
+                0.9875543674864906,
+                1.0306666337849881,
+                1.0407485217723018,
+                0.9295624550306794,
+                1.0304280230394511,
+                0.9628856470269781,
+                1.122180757252087,
+                1.1061285175248974,
+                1.0018242894154332,
+                0.9161538026866665,
+                1.0210998734495285,
+                0.9425158583796771,
+                1.017252092911681,
+                1.1339821301332038,
+                0.9482657315372943,
+                1.0539881791338177
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 166,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 332,
+    "parameters": 498334,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/musk-1/fold_2/result.json b/UCI_N6/aol/runs/musk-1/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c772473732feb453722b5a7d8702e4839b9a17c
--- /dev/null
+++ b/UCI_N6/aol/runs/musk-1/fold_2/result.json
@@ -0,0 +1,362 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.921875,
+    "test_acc": 0.8839590443686007,
+    "train_size": 119,
+    "val_size": 64,
+    "test_size": 293,
+    "stats": {
+        "mean": [
+            [
+                0.06318337899159665,
+                -0.01750837369747895,
+                0.02927752857142856,
+                -0.008290130252100843,
+                0.015662287394957966,
+                0.02086558571428569,
+                -0.13928621848739492,
+                -0.07404167731092438,
+                -0.19213065546218494,
+                0.1664315235294117,
+                -0.12294668319327731,
+                -0.1817351731092437,
+                0.010112128235294188,
+                -0.10692336386554628,
+                -0.08861290806722695,
+                -0.06722896890756305,
+                -0.16965138907563024,
+                -0.08699059201680673,
+                -0.09990497731092438,
+                0.025839068067226904,
+                -0.15816130924369745,
+                -0.17952358823529418,
+                -0.12498328067226894,
+                0.15700955630252103,
+                0.2047434554621848,
+                -0.12583588235294113,
+                -0.159380296302521,
+                -0.1583042731092438,
+                -0.017471884033613477,
+                0.17150142016806721,
+                -0.013367896789915854,
+                0.09515493319327734,
+                -0.1043621142773109,
+                0.14587384495798317,
+                -0.12920535638655464,
+                0.08664596507563023,
+                -0.11529433613445382,
+                -0.11128723529411766,
+                0.1026118739495799,
+                -0.1288278638655462,
+                0.03162067176470591,
+                0.10926809579831938,
+                0.10145011742857142,
+                -0.10089418487394954,
+                -0.16934925134453793,
+                -0.10035777899159666,
+                -0.0022220840336134593,
+                -0.14973477075630254,
+                -0.09981443655462183,
+                0.13018069327731097,
+                -0.16896669495798325,
+                -0.19508748739495796,
+                -0.15524649243697483,
+                -0.11831341932773114,
+                0.22480805714285726,
+                -0.04188063773109245,
+                -0.14299176722689078,
+                -0.09312031680672267,
+                -0.03409673368067225,
+                0.21123602268907565,
+                -0.0823785142352941,
+                0.09407231092436971,
+                -0.06044896050420165,
+                0.12690943361344537,
+                -0.15432811176470584,
+                0.11373846321008402,
+                -0.09197245798319335,
+                -0.036408632521008365,
+                0.02736904537815129,
+                -0.07516609663865546,
+                0.02726841428571433,
+                0.11449725126050421,
+                -0.08324179865546223,
+                -0.1859713232773108,
+                -0.029114210756302543,
+                -0.04372340672268908,
+                -0.1676014957983193,
+                -0.09481104907563025,
+                -0.14518526134453774,
+                -0.14023717031932764,
+                -0.17883970840336139,
+                -0.15227219327731092,
+                -0.12688221596638652,
+                0.17267242857142853,
+                0.21734268907562995,
+                -0.13427643697478986,
+                -0.10342343025210089,
+                -0.08278381840336131,
+                0.039320595126050406,
+                0.12871404033613446,
+                0.01710760588235305,
+                0.1303802900840336,
+                -0.1259390416806723,
+                -0.02462903075630251,
+                -0.011597495798319335,
+                -0.02996593277310922,
+                -0.11406075697479011,
+                -0.15991802436974792,
+                0.08011680672268909,
+                -0.13947732605042013,
+                0.03274552773109243,
+                0.12533725361344533,
+                -0.110098517394958,
+                -0.12202160000000008,
+                -0.11250578067226888,
+                -0.029730635546218537,
+                -0.06243363445378147,
+                -0.11122854033613447,
+                0.0018548309243698465,
+                -0.16121145042016807,
+                -0.11309920420168079,
+                -0.1428132453781513,
+                -0.16323598739495804,
+                -0.1605866899159664,
+                0.2219443926890757,
+                0.08728584873949588,
+                0.18907824873949586,
+                -0.14974748739495788,
+                -0.15023559243697474,
+                -0.18183265630252093,
+                0.18517070504201683,
+                0.16599662184873953,
+                0.14711887731092438,
+                -0.05699850756302512,
+                0.04790072465546219,
+                -0.009070256302521026,
+                0.17716400000000004,
+                0.16732338571428573,
+                0.08124960588235282,
+                -0.14709592941176478,
+                0.0369225247058823,
+                -0.017422470588235324,
+                -0.1504932868067227,
+                -0.19206401436974793,
+                -0.11275016705882353,
+                0.00605314857142857,
+                -0.1441573467226891,
+                0.07815059025210083,
+                -0.13342117983193286,
+                -0.0817532226890756,
+                -0.09976520789915962,
+                -0.10781365663865544,
+                -0.14120095630252097,
+                -0.14986163865546215,
+                0.20239748411764702,
+                -0.07042730252100846,
+                -0.02724144705882351,
+                -0.08136119201680665,
+                -0.08620197731092435,
+                -0.144991794117647,
+                -0.11356651411764705,
+                -0.13158160840336128,
+                -0.10353579159663868,
+                0.15731504201680674,
+                0.12369566218487399,
+                0.14793098151260503,
+                -0.10683907815126047,
+                0.04158667731092437,
+                0.08902219327731095,
+                0.11460572504201683,
+                0.06525115428571429,
+                0.08792362386554624,
+                0.06720011109243695,
+                0.11343997344537818,
+                -0.046682014285714286,
+                0.08234472924369746
+            ]
+        ],
+        "std": [
+            [
+                0.9926193696304842,
+                0.982041564897434,
+                0.9788587860924499,
+                1.0481325530599315,
+                1.1497163338460719,
+                0.9036763603503252,
+                1.0073501012902193,
+                1.0681136353666913,
+                0.957911230073424,
+                1.0517887344491312,
+                1.037533414748361,
+                1.0316333625809162,
+                0.988344377792284,
+                1.0327635738369823,
+                1.0645913439075099,
+                0.8772045443763791,
+                1.0038093734493303,
+                1.078088978405565,
+                1.016038289193935,
+                1.1038191425269852,
+                1.0415694714449408,
+                0.9494193094640091,
+                0.9951683699303016,
+                1.0484760713821966,
+                1.0292290388549856,
+                1.0046238226745023,
+                1.0231894041917298,
+                0.8722526507660389,
+                0.9637053912866876,
+                1.0443111125853262,
+                0.9779088621252243,
+                1.0200265098256789,
+                1.04982753768682,
+                1.0411057141110271,
+                0.9917883582877046,
+                1.0640907950667935,
+                0.9109416890609948,
+                1.014778603352571,
+                1.012407645947388,
+                1.0130519839966745,
+                0.9833348170290883,
+                1.0054412900355405,
+                1.002550053092507,
+                1.040884298794981,
+                1.0022037130564367,
+                1.0045856731019926,
+                1.0338791557822133,
+                1.0330533263056556,
+                1.0342555211980782,
+                1.0856777292343813,
+                1.0480432440305076,
+                0.9406979132818648,
+                0.9525414189459014,
+                1.0458734546424882,
+                1.0040929970983012,
+                1.0908338035551266,
+                1.0204411854890103,
+                0.9393304179799824,
+                0.8845216239422083,
+                1.0634312588079848,
+                0.9761643177227193,
+                0.9998814706721766,
+                1.0943099390691056,
+                1.0203591751451435,
+                1.0002264397589242,
+                1.0452620025255572,
+                0.21243774403030324,
+                0.9825487629977677,
+                0.9989470256653102,
+                0.9776195550802724,
+                0.9881921942536106,
+                0.9692812223632913,
+                1.0114103879358118,
+                1.0176471463203618,
+                1.0985968046879107,
+                0.9011071747489188,
+                0.9852820686558261,
+                1.0409724045164395,
+                1.0226853862781786,
+                1.0523503465387045,
+                0.9984890729247287,
+                0.9865085860689214,
+                1.0253383015650288,
+                0.9842190050210698,
+                1.0482657857074558,
+                1.0036930615027435,
+                1.0023674926749344,
+                0.9730180833171876,
+                1.0498568728572968,
+                1.013227026732738,
+                1.0681306059244247,
+                1.0419005594011688,
+                1.0023012201703372,
+                1.0090606387751904,
+                1.0008208481733105,
+                1.0237634624186749,
+                0.9344050493529626,
+                0.9799269064690889,
+                0.9917577807573584,
+                1.0154669742852132,
+                0.9626828180326641,
+                0.9488893200381362,
+                1.0680204623811373,
+                1.0577745418633626,
+                1.0312684087947,
+                1.034145517451026,
+                0.9555340495289785,
+                1.038495245556023,
+                1.124990782413921,
+                0.9969234745383295,
+                1.0341464668845146,
+                1.0190464402227772,
+                0.9844502112008426,
+                0.9638979266497083,
+                1.0560016403249661,
+                1.0338565548525813,
+                1.0195784734669,
+                1.0452959798033794,
+                1.0300936651868722,
+                1.0079193145701346,
+                1.0358505453672258,
+                0.9983519055294932,
+                0.9782721184706487,
+                1.017214512787047,
+                1.0461193963805977,
+                1.0786507849769222,
+                1.0600256230229115,
+                1.0549246896740905,
+                1.0202597947720748,
+                1.0047933682967538,
+                1.046133607275955,
+                0.9767724487049283,
+                1.065119568533619,
+                1.0493844633618457,
+                1.0486183588403433,
+                1.0360634805883144,
+                1.0211356178592574,
+                1.116516917576279,
+                0.9684635542928414,
+                1.0485198907974274,
+                1.0097174728071363,
+                1.0200358029187542,
+                1.0093169179506543,
+                0.9954927763696803,
+                1.9163314627641592,
+                0.7748234776717885,
+                0.8330323640536798,
+                0.9972784153379518,
+                1.014123873707783,
+                1.0176782914003792,
+                0.9696823644591901,
+                1.0083943170146934,
+                1.016776019144507,
+                0.9587407406311098,
+                0.9964839901207664,
+                0.9516493424090011,
+                0.7372865758169305,
+                0.9783224584281585,
+                0.9967116551381188,
+                1.0058189487431421,
+                0.9864991950017903,
+                0.9736185085647364,
+                0.9649805689555828,
+                0.7965445354430392,
+                1.012032729083389,
+                1.009115061348346
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 166,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 332,
+    "parameters": 498334,
+    "cert_evals": {
+        "36": 0.8225255608558655,
+        "72": 0.7610921263694763,
+        "108": 0.6894197463989258,
+        "255": 0.4129692614078522
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/musk-1/fold_3/result.json b/UCI_N6/aol/runs/musk-1/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9b05bad8ea26ca7cb1a1fef4fbf55a7250ad841
--- /dev/null
+++ b/UCI_N6/aol/runs/musk-1/fold_3/result.json
@@ -0,0 +1,362 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.8055555555555556,
+    "test_acc": 0.8175438596491228,
+    "train_size": 119,
+    "val_size": 72,
+    "test_size": 285,
+    "stats": {
+        "mean": [
+            [
+                0.08827094453781521,
+                0.052429700924369736,
+                -0.00036463781512605076,
+                -0.12936181092436974,
+                0.24400667394957987,
+                0.06789304621848738,
+                -0.14386008655462185,
+                -0.16341241647058824,
+                -0.09119049579831934,
+                0.08688295487394951,
+                -0.010142181512605056,
+                -0.07992688621848743,
+                0.07515934235294126,
+                -0.043617603697479,
+                -0.0595251351260505,
+                -0.00513104201680665,
+                -0.10509469159663867,
+                -0.12206933151260506,
+                -0.10814025714285717,
+                -0.12779779672268907,
+                -0.10893169613445379,
+                -0.08832163865546222,
+                -0.0816827924369748,
+                0.09850233697478993,
+                0.05851083949579831,
+                -0.1641787092436975,
+                -0.16092729126050428,
+                -0.1280319789915966,
+                -0.08851597478991598,
+                0.07951196302521006,
+                0.08349220993277319,
+                0.005591952100840379,
+                0.03787954203361344,
+                0.10143728361344516,
+                -0.10608766731092427,
+                0.14584866675630268,
+                0.012883600840336178,
+                -0.16592546050420165,
+                0.09759672268907567,
+                -0.19044940252100842,
+                0.033699108991596664,
+                0.11165795798319325,
+                0.09412673485714296,
+                -0.05305871764705887,
+                -0.05172935680672275,
+                0.012541703843697427,
+                -0.01198715798319332,
+                -0.18350753075630258,
+                -0.11316068361344542,
+                0.01317001420168068,
+                -0.09100677478991598,
+                -0.07560952100840335,
+                -0.08295605882352938,
+                -0.11658848504201687,
+                -0.0018185008403361622,
+                -0.2458672547058823,
+                -0.1656989243697479,
+                -0.07704509663865547,
+                0.036561694117647064,
+                0.09020285378151255,
+                -0.03517201448739494,
+                0.05582876890756301,
+                0.009798390756302568,
+                0.09632748058823527,
+                -0.07761458739495794,
+                0.11183031848739493,
+                -0.036579986554621885,
+                -0.1263089718487395,
+                0.11839747605042025,
+                -0.12111019226890757,
+                0.02024199159663867,
+                0.11024838487394956,
+                0.04454762537815129,
+                -0.04300331764705883,
+                -0.03712093210084034,
+                0.015276773109243746,
+                -0.10326505882352946,
+                -0.07333125647058819,
+                -0.08882397941176472,
+                -0.12382232100840335,
+                -0.08881872605042021,
+                -0.12030378151260503,
+                -0.09926218848739496,
+                -0.10734386974789903,
+                0.06343325798319317,
+                -0.13570989327731095,
+                -0.04595993361344538,
+                -0.2624038873109244,
+                -0.16767311747899152,
+                0.09202781512605042,
+                0.08289800840336134,
+                0.09075038487394953,
+                -0.06000971176470589,
+                0.14886200151260504,
+                -0.07113343193277308,
+                0.10141161344537818,
+                0.010751606722689067,
+                -0.10513173865546219,
+                0.04550339495798316,
+                -0.17243847226890754,
+                0.046450748739495784,
+                0.152537722184874,
+                -0.04370105689075634,
+                -0.0473904394957983,
+                -0.05494940756302522,
+                -0.07405113613445377,
+                -0.03986815983193283,
+                -0.20286767310924372,
+                -0.06405264798319323,
+                -0.0780125884033613,
+                -0.13415427676470587,
+                -0.08062178285714292,
+                -0.06563321680672268,
+                -0.062234380672268885,
+                0.019833384033613455,
+                -0.030907690756302526,
+                0.05372328235294116,
+                -0.1764853655462185,
+                -0.15975390168067233,
+                -0.13166282773109242,
+                0.07275436470588237,
+                0.05660831008403364,
+                0.08542897647058818,
+                0.12639466974789917,
+                0.007908259394958005,
+                0.10586099915966378,
+                0.11454698386554625,
+                0.09212199915966388,
+                0.14067056840336137,
+                -0.0895770168067228,
+                -0.08912285042016815,
+                -0.05617147647058823,
+                -0.14716913361344536,
+                -0.079183261092437,
+                -0.05918893747899158,
+                -0.07452321445378149,
+                -0.15886370840336134,
+                0.01905404537815125,
+                -0.10519994621848744,
+                -0.17713219344537812,
+                -0.11923718403361346,
+                -0.18296511042016797,
+                -0.16212627722689074,
+                -0.13948604201680673,
+                0.10796782184873933,
+                0.042607534453781536,
+                -0.20062171932773104,
+                -0.07986152588235298,
+                -0.048355900000000014,
+                -0.1863898361344538,
+                -0.0708105474789915,
+                -0.10174562865546222,
+                -0.09230160840336135,
+                0.1088111268907563,
+                0.036985360504201724,
+                0.0905234268907563,
+                -0.0005666193277310296,
+                0.13550344991596625,
+                0.07032440672268905,
+                0.12498390974789911,
+                0.11443038134453778,
+                0.17218037596638658,
+                0.12188053815126057,
+                -0.04917931680672268,
+                -0.10940718739495801,
+                0.018918798487394944
+            ]
+        ],
+        "std": [
+            [
+                1.2133217476808096,
+                0.9652578226642976,
+                0.9562814291999604,
+                0.9966056010399577,
+                1.8946268220275222,
+                0.9886790713878757,
+                1.0097226863252031,
+                1.0867582795960857,
+                1.0417589224997932,
+                1.050242189139985,
+                1.0667010091805855,
+                1.0548795344041055,
+                1.1190749488928982,
+                1.0572465763203538,
+                1.0230162584277593,
+                1.0209072269541954,
+                1.0668654357533103,
+                1.0443336788426352,
+                0.990874576128837,
+                1.120212168053591,
+                1.059400368391213,
+                1.0526573622956357,
+                1.1038394597149008,
+                1.0008841743240904,
+                0.9680575174660357,
+                1.0707994377159522,
+                1.1140756914259644,
+                0.950461759055246,
+                0.9718974872556142,
+                0.9735586441221257,
+                1.1567408121073435,
+                1.0232943304431714,
+                0.9691590839674367,
+                1.0073028282577203,
+                0.9940009027248206,
+                1.1435157497277848,
+                0.9996235910991119,
+                1.0269563434750735,
+                1.008201967276556,
+                1.0550683905227118,
+                0.9586071450202497,
+                0.9837557247029177,
+                1.0965052578037058,
+                1.0450206753864866,
+                1.0490515247311962,
+                1.0695381870608307,
+                1.038128056317601,
+                1.0253465437388283,
+                1.0120829704198246,
+                1.0886821528839274,
+                1.044134767295889,
+                1.057010495053697,
+                1.099547175101147,
+                1.0777320456504151,
+                0.9823934587662047,
+                1.1421985287771175,
+                1.0422574316080255,
+                0.9551778546027428,
+                0.956249353115088,
+                0.9834601472281421,
+                1.029947583292353,
+                0.9913988001063331,
+                1.0982033505572715,
+                0.9681930495112483,
+                1.0408755740827247,
+                1.2253039493523459,
+                0.567158136783271,
+                0.9085815833042423,
+                1.0299220239151927,
+                0.9456963821833498,
+                0.9732983818929857,
+                1.0442991792113836,
+                1.04539232954153,
+                1.0732878711261946,
+                1.1008086762685154,
+                1.0285808932813831,
+                1.0337505005392162,
+                1.0564580683518567,
+                1.009641905396013,
+                1.0305981372553041,
+                1.0664271922774013,
+                1.0216625020139711,
+                1.0388018156059555,
+                0.9586012537860019,
+                0.9557594962481459,
+                1.0302377619239333,
+                0.9961613435881551,
+                0.9016777854545155,
+                0.9406896531612865,
+                0.9812838480496827,
+                1.0699842326852145,
+                1.0186354962550983,
+                1.035027201513659,
+                1.0841073584834067,
+                1.0303881720252803,
+                1.0570748314290839,
+                1.02985434388838,
+                1.0364309671151335,
+                1.0005332938619562,
+                1.025577023774322,
+                0.9464780143821591,
+                1.0208419763094765,
+                1.0617116423350834,
+                1.0293973942652435,
+                1.0261666434965675,
+                0.9851421752157683,
+                0.9857629751068895,
+                1.0385946163975952,
+                1.0559440697914113,
+                1.016524220581366,
+                1.0027196694275118,
+                1.0834757121421426,
+                1.0779633843014398,
+                1.0946447748718007,
+                0.9723982390487668,
+                1.2023645479315772,
+                0.9602099447193709,
+                1.0179074417662215,
+                1.0352139390132336,
+                1.0786183250373933,
+                0.9804549368975595,
+                0.9682741396185083,
+                0.9768312285612,
+                0.964630802629325,
+                1.0207703099984005,
+                1.0415806373869094,
+                1.0550470699342684,
+                0.9675481149164916,
+                1.1420215446420958,
+                1.0174455574052221,
+                1.083572189658775,
+                0.9761057784836439,
+                1.0143463201882303,
+                1.0941768766737126,
+                1.0832459833284696,
+                0.9500313582926581,
+                1.065039580804888,
+                1.0125276884653949,
+                1.1411154537895276,
+                1.1272755315245084,
+                1.050528247361956,
+                1.028501993348714,
+                1.006157366499387,
+                1.012150424187772,
+                1.6375220163439004,
+                1.093707575936411,
+                0.6658659113952596,
+                0.988960241303364,
+                1.0068392081134723,
+                1.09304691782344,
+                0.9750885920735577,
+                1.0310739633166615,
+                1.0173047096798833,
+                0.9764442487893782,
+                1.0396515626155156,
+                0.9538418857070222,
+                0.9651813087072169,
+                1.0912789245984904,
+                0.9909731053384292,
+                0.9928942678288627,
+                1.0260651993226064,
+                1.0689401877661775,
+                1.1776513152500432,
+                1.2958224260799447,
+                1.1488774292810453,
+                1.0222715473882593
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 166,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 332,
+    "parameters": 498334,
+    "cert_evals": {
+        "36": 0.7087719440460205,
+        "72": 0.5964912176132202,
+        "108": 0.43157896399497986,
+        "255": 0.038596492260694504
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/musk-2/fold_0/result.json b/UCI_N6/aol/runs/musk-2/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b758174bd57e99f0a9e2f2b8a884b781188dc225
--- /dev/null
+++ b/UCI_N6/aol/runs/musk-2/fold_0/result.json
@@ -0,0 +1,362 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.9631966351209253,
+    "test_acc": 0.961480740370185,
+    "train_size": 1649,
+    "val_size": 951,
+    "test_size": 3998,
+    "stats": {
+        "mean": [
+            [
+                0.012168368132202085,
+                0.02341837027895701,
+                0.020700292359005428,
+                -0.02209387503335347,
+                -0.0020560481746509213,
+                0.07922314560339604,
+                -0.027858995163129237,
+                0.00514897956337172,
+                -0.025443598241358795,
+                -0.012925350424499825,
+                -0.009110814602789298,
+                -0.017373151864160538,
+                -0.040321679138872364,
+                0.007127460606428197,
+                -0.012625362098240398,
+                -0.02746496821710099,
+                -0.023977028114008505,
+                -0.0128747651546395,
+                -0.006377627871436776,
+                -0.011840867556093787,
+                -0.035358124244997124,
+                -0.02599307175864223,
+                -0.018361714281382703,
+                0.011001715591267355,
+                0.027934514554275192,
+                -0.011575247507581028,
+                -0.007172763747725843,
+                0.0027959981928443083,
+                0.042997548386901153,
+                0.023930509799878933,
+                -0.01096750604002399,
+                0.010412050727713567,
+                -0.006464042322619719,
+                0.029377336149787842,
+                -0.02244467216494814,
+                0.0317711095209218,
+                0.03187295605821503,
+                -0.0026378569678593704,
+                0.020977830206185225,
+                -0.0036226940509401454,
+                0.021893817113401794,
+                -0.0009828729290479623,
+                -0.029076973559733193,
+                0.0033704940994537243,
+                0.004985980127349881,
+                -0.010993449878715093,
+                -0.012518613050333069,
+                -0.027202663074590454,
+                -0.0010676262219536442,
+                -0.01585898565524571,
+                -0.03181626658580958,
+                -0.02924936503335347,
+                -0.02763026403881141,
+                0.008494404038809971,
+                0.04722333969678628,
+                0.0229503257368101,
+                -0.018894740873256474,
+                0.01871618680412386,
+                0.06477876221952691,
+                0.008558880157671074,
+                -0.031547880798059424,
+                0.008203403517283188,
+                -0.000289734602789409,
+                0.03673335621588857,
+                0.013091789630078789,
+                0.02911800007883555,
+                0.01277751763492998,
+                0.008987795275924537,
+                0.008712649326864512,
+                0.01420030491813175,
+                0.025488006731351723,
+                0.021362418544572378,
+                -0.015943126046088506,
+                -0.0005885549181321762,
+                -0.03791631068526347,
+                -0.015693888781078937,
+                -0.023804016494845228,
+                0.004294386876894847,
+                -0.01157729425712512,
+                -0.01509732865979494,
+                -0.031328824038811424,
+                -0.025596520897513814,
+                -0.03243116698605216,
+                -0.02051309634930244,
+                0.012494524863553975,
+                -0.025342257265009032,
+                0.014463499423893529,
+                0.03412406198301991,
+                0.0033505793298965916,
+                0.042880541425106077,
+                0.007444614442691303,
+                0.019256483653728926,
+                -0.015653737174045033,
+                0.0006856575657974568,
+                0.02221309022437888,
+                0.018454490527591967,
+                0.05848207186500957,
+                -0.019929462886597988,
+                0.01588340198908411,
+                -0.016667239181321875,
+                0.018337170509399668,
+                0.005482837640995143,
+                -0.02818863503335347,
+                -0.010530225324440038,
+                0.000394534081261926,
+                0.0006825949909036677,
+                -0.004826858508186781,
+                -0.020504588665858026,
+                -0.02142568289266422,
+                -0.0011396426318975351,
+                -0.01590721860521369,
+                -0.030444407580351825,
+                -0.031948866100667064,
+                -0.030496640163735603,
+                0.012254034827167781,
+                0.012930004990903523,
+                0.02322402771376609,
+                -0.008586242510612324,
+                -0.0197745485567008,
+                -0.007942196488781021,
+                0.025542949909036442,
+                0.05293685342025502,
+                0.05262248675560933,
+                -0.029827094505761254,
+                0.010104120921770921,
+                0.0022028918981197103,
+                0.0016149754275316386,
+                0.023351566525166744,
+                -0.002819539854457228,
+                -0.002041346402668358,
+                0.01823543717404487,
+                0.013049118435415728,
+                -0.030092134930260864,
+                -0.014618941146149471,
+                0.005299833020012497,
+                0.015546710539720895,
+                -0.00942926343238306,
+                0.015492048283808455,
+                -0.011970772437841034,
+                0.009756993417829036,
+                -0.019888988114008455,
+                -0.0011420646452394534,
+                -0.015025678132201254,
+                -0.013745059496664378,
+                0.015459569375378677,
+                -0.010210574627045487,
+                0.021245265463917546,
+                0.022011781334142992,
+                0.02073261820497242,
+                -0.005542739993935386,
+                -0.019565093746513107,
+                0.00036582510612481067,
+                -0.0189964784718008,
+                0.019598904063068558,
+                -0.00026563279563400293,
+                0.01771834469981801,
+                0.01626723617465116,
+                0.01942332519102481,
+                0.031801142498483904,
+                0.018783376682838318,
+                -0.004773656567616662,
+                -0.00011846311400895201,
+                0.01336986795633728,
+                -0.03590764133414193,
+                -0.03136190026682869,
+                0.019380970218314118
+            ]
+        ],
+        "std": [
+            [
+                1.0328022523113283,
+                1.0034675961418653,
+                1.004502178141599,
+                0.9908819725941522,
+                0.9900285779624574,
+                0.9922869983839483,
+                0.9940251383226943,
+                1.0023957894105795,
+                1.0001232563862132,
+                0.9694534261265297,
+                0.9909609551728282,
+                1.0245658684959877,
+                0.9889385630503745,
+                1.02018833549602,
+                1.0099637621111557,
+                0.9533954360905958,
+                0.9939413086518578,
+                0.9495206701070115,
+                1.0240125891607361,
+                1.0103444615034631,
+                0.9946476273612365,
+                0.991342725906765,
+                0.9858149199320863,
+                1.0014711063260942,
+                1.004472195320524,
+                0.9889795116240089,
+                1.000004391730708,
+                1.0058601968014709,
+                1.0343528189495148,
+                0.9919047582182774,
+                0.9696485736175491,
+                0.9924140896524998,
+                1.0155430689993945,
+                0.9932553050087483,
+                0.9699258360928635,
+                1.0042970460912612,
+                1.0197195605157803,
+                1.001155677587926,
+                1.0168152275345068,
+                0.9990466599977574,
+                1.0098411842715662,
+                0.9846055078437203,
+                0.9754412310974523,
+                1.0070038006714206,
+                1.0276809963147806,
+                0.9906853395114988,
+                0.9868894780685001,
+                0.9900119186756405,
+                1.0256770060540596,
+                0.9757901727181725,
+                1.00918520579672,
+                0.9930883762442995,
+                0.9893732161976826,
+                1.0067582306865286,
+                0.9812661122355284,
+                0.9974102126361273,
+                0.9972736641033295,
+                1.0121917462070245,
+                1.0227697257558075,
+                0.9856449287075832,
+                0.9902863042093888,
+                0.9959939826856674,
+                1.0367568153718374,
+                0.9863881182581064,
+                1.0128392086861082,
+                1.0221798349905806,
+                1.0363645719704848,
+                0.9908253070164581,
+                1.0128010969900354,
+                0.988603956830815,
+                1.0081799316492677,
+                1.0108771107458496,
+                0.9832967493585726,
+                1.029163070750164,
+                0.9916679017275597,
+                0.962685533931823,
+                1.0027583300444822,
+                1.0001938412765523,
+                1.0209787004269553,
+                0.9973662987453862,
+                1.0061352847046312,
+                0.9919410755542308,
+                0.9846501403948491,
+                0.9899263174260658,
+                0.9845864971582349,
+                0.9930689102842462,
+                1.0135506035486388,
+                1.0043926518503545,
+                1.0162976879588899,
+                0.9792327605267319,
+                1.006235132130296,
+                1.0118863144201946,
+                1.00544671112892,
+                1.0039248549576703,
+                1.0350589137732202,
+                0.9995022597709913,
+                1.0159841525314124,
+                1.0003354265534572,
+                1.0084463468690352,
+                0.9985081538974993,
+                1.0110839895364512,
+                1.0013381576463882,
+                0.9912876803786089,
+                0.997289736689443,
+                1.017350271822531,
+                0.9797570549225073,
+                1.0043565268096553,
+                0.9872978856195639,
+                1.0033468182033753,
+                1.0218062902654916,
+                1.0014959384493556,
+                0.9888739832615349,
+                1.0004143322752173,
+                0.9931349078768341,
+                0.9800306535559788,
+                0.9957636890082171,
+                1.0002904102651144,
+                0.9887217530179371,
+                0.9945292914948252,
+                1.004902891466416,
+                0.9962003472957158,
+                0.9934257069186699,
+                0.9799059188184409,
+                0.9949621520724802,
+                1.0029037698373038,
+                1.0036871512403356,
+                0.9897720620258614,
+                0.9871702045154062,
+                1.011521199823348,
+                0.9941843616678862,
+                1.0247569886394758,
+                0.9988084298059352,
+                0.9881291924468982,
+                1.0179947532533584,
+                1.0106341537352928,
+                0.9919181897045649,
+                1.0028443160348683,
+                1.0061816857351074,
+                0.9845932235691414,
+                0.9825632133654874,
+                0.9783171138085085,
+                0.9969834535825824,
+                1.0007811859343756,
+                1.0019656189691033,
+                1.0503484122189095,
+                0.9753504608707252,
+                1.0373469598286436,
+                0.9949630633139451,
+                1.0059234160225077,
+                0.9993867259561041,
+                0.9736626903578918,
+                1.003303340408411,
+                0.9938479422620685,
+                0.9997621940680084,
+                0.9893549017338009,
+                0.9921437872926778,
+                1.0351189228816489,
+                0.9982053116677407,
+                1.0049035777011361,
+                1.007943748077122,
+                0.987183747951824,
+                0.9954065358497123,
+                0.9844630756889735,
+                0.9195912077534116,
+                1.0102406845364933,
+                0.9709132374569961
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 166,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 332,
+    "parameters": 498334,
+    "cert_evals": {
+        "36": 0.9457228779792786,
+        "72": 0.9269635081291199,
+        "108": 0.904702365398407,
+        "255": 0.7316158413887024
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/musk-2/fold_1/result.json b/UCI_N6/aol/runs/musk-2/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cefb215e3bc2b4f0b4ab884cb4934742acae7023
--- /dev/null
+++ b/UCI_N6/aol/runs/musk-2/fold_1/result.json
@@ -0,0 +1,362 @@
+{
+    "best_epoch": 51,
+    "best_val_acc": 0.9600778967867576,
+    "test_acc": 0.9637939826619072,
+    "train_size": 1649,
+    "val_size": 1027,
+    "test_size": 3922,
+    "stats": {
+        "mean": [
+            [
+                0.0022033838386908973,
+                0.06625603036992117,
+                0.04649901939357201,
+                0.0004913727592479633,
+                -0.007424528047300943,
+                0.029222694481503848,
+                -0.02871623684293518,
+                -0.01058671273499129,
+                -0.02433525755609501,
+                0.004942196840509272,
+                -0.015235754990903076,
+                -0.012600504249242172,
+                -0.02657332941176486,
+                -0.01012015760339567,
+                -0.018367278909944645,
+                0.044433595385081875,
+                -0.029744519138872053,
+                -0.004242953947847537,
+                -0.008002045858095115,
+                0.0011893272164947555,
+                -0.05592513376591881,
+                -0.02044694836264443,
+                -0.04302950797452996,
+                0.025187052055791012,
+                0.02474263468768939,
+                -0.042601262001213426,
+                -0.020695051036992134,
+                0.0015384054093390107,
+                0.011092726046088491,
+                0.021371811740448717,
+                -0.013469555081867212,
+                0.01982452726500885,
+                -0.044538194766525006,
+                0.030567572645239703,
+                -0.031482593996361656,
+                0.02141072656155254,
+                0.010427163068524451,
+                -0.023554046506974034,
+                0.04504258471801071,
+                -0.03430833826561581,
+                0.06747908948453606,
+                0.04348396486355425,
+                -0.008884907592480267,
+                -0.011684225839903674,
+                -0.00656703219526952,
+                0.002896513929653742,
+                -0.005738400824741935,
+                -0.04156242043662813,
+                -0.004873803086719859,
+                -0.0020245170263190598,
+                -0.0404051468768953,
+                -0.020279581224984647,
+                -0.029963112977562135,
+                -0.0015368056033973371,
+                0.029301830357792758,
+                -0.05476914620982405,
+                -0.037951578969072176,
+                0.047465052261976975,
+                0.020526558156458357,
+                0.02033791100060642,
+                -0.030164184865979576,
+                0.05024194190418452,
+                -0.04485629808368706,
+                0.03147835112189204,
+                -0.006291162340812682,
+                0.019074118508186463,
+                -0.0014484904548212434,
+                0.008784981788962792,
+                0.023386305391206525,
+                0.005879860982413359,
+                0.05940395211643435,
+                0.04984556731352376,
+                -0.023843370139479056,
+                -0.00745569275924821,
+                -0.018882913905396863,
+                0.02314283274711956,
+                -0.024472644293511335,
+                -0.002770279702850328,
+                -0.012337558138264851,
+                -0.011593327471195118,
+                -0.042932302716798265,
+                -0.0240285988963009,
+                -0.0452392710248636,
+                0.04310506591873858,
+                0.02492436379624043,
+                -0.031592489102485924,
+                0.053639132025470125,
+                -0.030478516828380917,
+                0.007038873759854203,
+                0.025400627586415966,
+                0.0229284818168576,
+                0.0009592673741654173,
+                -0.024041893893268843,
+                -0.0050410013741663505,
+                -0.039906425639781765,
+                0.03151746901152146,
+                0.018252275536447,
+                -0.023123840842935037,
+                0.049373840412370945,
+                -0.03933781325530598,
+                0.07366186678593085,
+                0.013209034602790264,
+                -0.021385058447544267,
+                -0.018445256191631672,
+                -0.012832089751363926,
+                0.016886379345057278,
+                -0.0021345572407520425,
+                -0.0338357411158276,
+                -0.013289104663434192,
+                -0.0065585543056388826,
+                -0.01209856645239361,
+                -0.04576090782292301,
+                -0.032484600758035095,
+                -0.028557836749545137,
+                0.02584237292904779,
+                0.009022810600363702,
+                0.022957384186780123,
+                -0.03818952886597925,
+                -0.032933244008489626,
+                -0.009165709096422076,
+                0.02088987131594965,
+                0.02855925063068547,
+                0.024874274311704,
+                -0.03435405539114632,
+                0.016969646773802517,
+                -0.018423495306246717,
+                0.01951220546998175,
+                0.025427100121285417,
+                0.012467580333535485,
+                -0.010936757514857925,
+                -0.014689930918738598,
+                0.013502246094602934,
+                -0.050603092346876676,
+                -0.01723701176470571,
+                -0.004896197422679896,
+                0.02070974576106733,
+                -0.026273534445118388,
+                0.030336164984839376,
+                -0.039887732504548135,
+                -0.056432912220739984,
+                -0.05021272674348097,
+                -0.02755221443298974,
+                -0.03442035423893272,
+                -0.028371501285627588,
+                0.0005140135536685691,
+                0.002409129072166215,
+                0.02409891870830806,
+                0.02409901194663454,
+                0.04556790412371142,
+                -0.03490499576713144,
+                -0.052055877830807035,
+                -0.012115913268648306,
+                -0.022166139478470903,
+                0.05603566475439655,
+                0.037913323129169,
+                0.05956955137659166,
+                0.012290112295936774,
+                0.04308550950879324,
+                0.029600502874469404,
+                0.024453837204366478,
+                -0.010275065567010471,
+                0.0072667682619769,
+                0.010619255191024834,
+                -0.015975785809581464,
+                -0.03865312817465139,
+                0.001558572067919981
+            ]
+        ],
+        "std": [
+            [
+                0.9789609056537054,
+                1.0223542173821687,
+                1.006354499416772,
+                1.0097426115961123,
+                0.9821876353647652,
+                0.9998046045489866,
+                1.0178212606990535,
+                1.0167721117355657,
+                1.0114146027100444,
+                1.001776238241197,
+                1.0068173587187008,
+                0.9900351224079849,
+                1.0414098112135597,
+                1.009574294617972,
+                0.9953634621121619,
+                1.0551495473134025,
+                0.9981956531855851,
+                1.0183570217473137,
+                1.0066623632600822,
+                1.0127852757834928,
+                0.9819060519437951,
+                1.0168025572775439,
+                1.0011040348853746,
+                1.0077391574190562,
+                0.9960322515796017,
+                1.0217184675272302,
+                1.0045863660324679,
+                1.0189216552292488,
+                1.0209580005984413,
+                0.9885762298604023,
+                0.9548219575549232,
+                1.0137570744288356,
+                0.979579874589421,
+                0.991197794892492,
+                0.9880528964389337,
+                0.9852989430996284,
+                1.0048530597402896,
+                1.0022576693152574,
+                1.019817156007534,
+                0.9946728227761036,
+                1.0213302738059442,
+                1.000964538491138,
+                1.0307917076654618,
+                1.006989527865548,
+                1.002313843550004,
+                1.0141972045736452,
+                1.0080080308891233,
+                0.9964183873498001,
+                1.0258591594541053,
+                1.0107146809178345,
+                0.9717107214304516,
+                1.0149102149309601,
+                1.016907704482399,
+                1.0078526095792883,
+                0.9874709483602169,
+                0.9996202197544782,
+                1.0096827085606537,
+                1.0379820129740673,
+                1.013223513461979,
+                0.9861254732898448,
+                0.9893639979797026,
+                0.991075106383618,
+                0.9269809003308983,
+                0.9875139847082404,
+                1.005442372648796,
+                0.9896204194858335,
+                0.9935153912057717,
+                0.9811099295350456,
+                0.982575262307681,
+                0.9795878781577906,
+                1.0193143649741352,
+                1.0119494318757316,
+                1.0171821247574437,
+                1.0034040467334655,
+                1.0066093997021297,
+                0.9694393186766306,
+                1.0117730193741676,
+                1.0122625190981362,
+                0.9925145459941629,
+                1.005154502988111,
+                0.9987288725767053,
+                1.0170813277668,
+                0.976308824777624,
+                0.9884631741550407,
+                0.9915959199837703,
+                1.0218983144556584,
+                1.0142113893430906,
+                0.9911920808019298,
+                1.0172127287199233,
+                0.9893770325784368,
+                0.9989337891002755,
+                0.9894791117074598,
+                1.0007549319713978,
+                1.0326939082689799,
+                0.9899757429384302,
+                1.010492032769745,
+                1.0061235379816107,
+                1.0091634350161915,
+                1.0152313478591228,
+                1.0056174411509322,
+                1.017311898436513,
+                0.9976512207707879,
+                1.003882833915693,
+                1.0004358570223468,
+                1.0036377564081862,
+                1.0211550893522847,
+                0.9924334669404734,
+                0.9971024879775969,
+                0.9990772588620248,
+                1.0032740804274622,
+                1.0024996588619381,
+                0.9916378123810937,
+                1.0022499057411776,
+                1.010183122426781,
+                1.00163045757315,
+                1.0085039687864976,
+                0.9922730297554195,
+                1.014983448437488,
+                1.014822892124083,
+                1.0148845786316816,
+                0.9937553605624629,
+                0.9882702039873854,
+                0.9870322023279767,
+                0.9850906859406272,
+                0.997923959817147,
+                0.9510903327769852,
+                0.9917224934440294,
+                0.9847975043099015,
+                1.0202145588783864,
+                1.0021246013348553,
+                1.0003272501219964,
+                1.0067673298995008,
+                0.990781057863208,
+                1.0020482585196349,
+                1.018688317687672,
+                0.9988236160134567,
+                1.0069349597950046,
+                1.0061002120663578,
+                1.0122386395403618,
+                0.9892206859790922,
+                0.9855242096919327,
+                0.9959531341164058,
+                1.0065041184698018,
+                1.0078483816424069,
+                1.0021878472773025,
+                0.9741424082334939,
+                1.0890817487043594,
+                0.9945307148083409,
+                1.007530511064047,
+                0.9991966896972047,
+                0.9619750319373882,
+                1.0030667264483681,
+                0.9931958657494955,
+                1.0006523699688303,
+                1.010191508136165,
+                0.9864924753596401,
+                1.0139473615684553,
+                1.0114408938636286,
+                1.0033347496554157,
+                0.9803226862995067,
+                1.0098451761605862,
+                0.9980225437342447,
+                1.0129871477235215,
+                0.9828742206168505,
+                0.9665430998047373,
+                0.9908589509231834
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 166,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 332,
+    "parameters": 498334,
+    "cert_evals": {
+        "36": 0.9459459781646729,
+        "72": 0.9252932667732239,
+        "108": 0.8977562785148621,
+        "255": 0.7383987903594971
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/musk-2/fold_2/result.json b/UCI_N6/aol/runs/musk-2/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c5b01d1714d3d0c831705591ec0cbafe61eb471
--- /dev/null
+++ b/UCI_N6/aol/runs/musk-2/fold_2/result.json
@@ -0,0 +1,362 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.9664634146341463,
+    "test_acc": 0.9515762925598991,
+    "train_size": 1649,
+    "val_size": 984,
+    "test_size": 3965,
+    "stats": {
+        "mean": [
+            [
+                -0.0165193507883561,
+                0.023745576106731784,
+                0.00894758525166726,
+                -0.012979845463917304,
+                -0.008554753389932977,
+                0.008500205057610555,
+                -0.008827268055791222,
+                0.02424651702243768,
+                0.002300678673256056,
+                -0.006792839332929151,
+                0.0047927400606429405,
+                0.0003070491534258074,
+                -0.0037253238023046277,
+                0.012077483473620145,
+                0.018683199696786473,
+                -0.009275691437234477,
+                -0.006638355451788972,
+                0.017810546682838085,
+                0.015129445567010357,
+                0.024298001443298942,
+                -0.003184869132808023,
+                -0.004290789721043456,
+                0.0031496054275316357,
+                0.014148549696785681,
+                0.018162637962401695,
+                0.0032194466707086006,
+                -0.006616737907822937,
+                -0.022775198374772664,
+                -0.015071109605821711,
+                0.014638325488174678,
+                0.011475148077623627,
+                0.03049396374166147,
+                0.025694605900545734,
+                0.008604017768344612,
+                -0.012231649072164738,
+                0.002613359126743679,
+                0.029584712128560786,
+                -0.0034158958580959363,
+                0.006069550751970517,
+                -0.00541011442692557,
+                0.01880269619163089,
+                -0.008083247077016392,
+                -0.006491640764099397,
+                0.014566732795633777,
+                0.008376424821103932,
+                -0.0009929023711349493,
+                0.02163681163129177,
+                -0.0025090638993329082,
+                0.01741273975136374,
+                0.005851729104123725,
+                -0.004465054881746678,
+                -0.0037159464523949803,
+                0.0014873154821107525,
+                -0.007976062644028743,
+                0.01156759172225612,
+                0.023733914178289805,
+                -0.011275250879320775,
+                -0.002578957016372865,
+                -0.006478712734990847,
+                0.00032240861127936024,
+                -0.011706570736203905,
+                0.02587612322619762,
+                -0.011422028793207837,
+                0.01712189235900559,
+                0.0028696369314734713,
+                -0.0015781066646451572,
+                -0.027441241722256038,
+                -0.0014402773256522523,
+                -0.004449931892055841,
+                -0.0014659224075202345,
+                0.01708213645239509,
+                0.018733296931473596,
+                0.008334289472407117,
+                0.005727799963614559,
+                0.007039103201940653,
+                -0.00224206858702233,
+                0.0011615125591269186,
+                0.0096409494117641,
+                0.004899610121286758,
+                0.009826549023650048,
+                -0.009219501334142207,
+                -0.004807864269254234,
+                -0.002443187265009144,
+                0.011609495827774482,
+                0.0040307750576106674,
+                -0.004682432261976522,
+                0.013977261024863448,
+                0.0012793727167981009,
+                -0.025686529896907437,
+                0.013434234869617957,
+                0.021999945691932813,
+                0.012433017674347574,
+                -0.009033386234081325,
+                0.0062409658120072915,
+                0.0009289013947849186,
+                0.0003903400242564852,
+                0.02740975750382101,
+                -0.011144831170406301,
+                0.005830573753789878,
+                -0.009510249636142982,
+                0.02073330933899335,
+                0.007879717440873353,
+                0.009509570454820928,
+                0.01405836261370407,
+                0.014672617586416688,
+                -0.005675097756215873,
+                0.0017475856822315732,
+                0.0018848247543965708,
+                0.02229300998180564,
+                0.01026309860521593,
+                0.017680451788964564,
+                -0.005672595821710331,
+                -0.009564725087932182,
+                -0.0036886342935116994,
+                0.01000584954517868,
+                -0.0014087143177684452,
+                0.020023876538508456,
+                -0.014409325075803336,
+                -0.008730885488174288,
+                -0.0034071386173437994,
+                0.017709779927228837,
+                0.0037029051849606504,
+                0.011111249060036448,
+                0.001931565688295556,
+                0.0326300536264404,
+                0.009591248938750647,
+                -0.007016625542753067,
+                0.012978908750757932,
+                -0.0024730208186779807,
+                -0.005898704823529222,
+                0.00046255165858092147,
+                -0.015087141012734237,
+                0.007914145130382093,
+                0.00938928223165545,
+                0.01491191867192227,
+                0.003460371607034447,
+                -0.007647012371134029,
+                0.009316860582171302,
+                0.012669591819284187,
+                0.023290896266828284,
+                0.012400781200727585,
+                -0.003923578150394203,
+                -0.005147092104305529,
+                -0.008281499878714238,
+                -0.03743850333535512,
+                0.013677931825349052,
+                0.0004504794117647815,
+                0.0031018094057014187,
+                0.009501353911461253,
+                -0.007035560921770639,
+                0.008385035146755612,
+                -0.0034377712431776946,
+                -0.010681847180108386,
+                0.029691756458459714,
+                0.008845037744087314,
+                0.036611106986052,
+                0.006922057057610421,
+                0.00199877628865977,
+                0.016813865591267338,
+                0.002876468101879801,
+                0.005453485567009417,
+                0.0042027340964213965,
+                -0.01236373710127327,
+                -0.008553608768950838,
+                -0.0069991010551852945,
+                0.0076861960764099575
+            ]
+        ],
+        "std": [
+            [
+                0.9681286752068088,
+                1.0188584468817592,
+                1.0110661386281417,
+                0.9985656246319761,
+                0.9821622573144201,
+                1.0036187347218821,
+                1.0069688072671201,
+                0.9902174757207433,
+                1.01713159486763,
+                0.9867718776262003,
+                0.9758196806068826,
+                0.9717105755097225,
+                0.9881331057860607,
+                0.9898880234141544,
+                1.0032622320902203,
+                0.9951157752575892,
+                1.0046808806006051,
+                0.9614388015014891,
+                0.9853693985919703,
+                1.0191683054599883,
+                0.996439727744992,
+                1.008421273109573,
+                1.00416757618972,
+                1.0050873163713752,
+                1.0062941810400496,
+                1.0106625492506378,
+                1.0037290960252208,
+                0.9716931899880294,
+                1.0122721434564084,
+                1.004145433664744,
+                1.0126537584886575,
+                0.9877832016144399,
+                1.0016994225200662,
+                0.9984055948469278,
+                1.009905276240697,
+                0.9928053125930449,
+                1.028439787038722,
+                1.0058093224458307,
+                1.0026249721952805,
+                1.0044305239260718,
+                1.0145868354939207,
+                0.9730410910554939,
+                0.981275887794836,
+                0.9868601113866823,
+                0.9903107009766159,
+                0.9840780321801739,
+                1.0155043762626388,
+                1.015709680805549,
+                0.9877740152182051,
+                1.0007933926991834,
+                0.9639452930264027,
+                1.0107985365057115,
+                1.0139858844795777,
+                0.978091201901524,
+                0.9836289102008465,
+                0.9892831848712296,
+                1.0050542524754924,
+                1.0041143150075589,
+                1.011404712398526,
+                0.994592205655486,
+                1.003602088307178,
+                1.0043236988473279,
+                0.9890344165359591,
+                0.9960153738734304,
+                1.0247056593625234,
+                0.9709722536076895,
+                0.8984006766242731,
+                1.0084723110544285,
+                1.0080442044255657,
+                1.0139042067755502,
+                1.0147945346118319,
+                1.0086308434283413,
+                0.9798709269587462,
+                0.985827749679927,
+                1.0097816591529503,
+                0.9967310231913435,
+                1.0125467431933681,
+                0.9795738908810216,
+                0.9759574846742652,
+                0.9879270836797008,
+                1.0100364897802065,
+                1.0084344135598255,
+                0.9683448859407486,
+                0.9884096351113933,
+                0.9957784496098612,
+                1.0106496350052778,
+                1.0041619111843998,
+                0.9965669874488615,
+                1.0148365256887901,
+                0.9954909131964714,
+                0.9942883718958846,
+                1.0007980703139212,
+                1.0031320592473836,
+                0.9828596472567013,
+                0.9637136602853367,
+                0.9970558130158634,
+                1.0142250931970318,
+                1.008890015046518,
+                1.0055896715654262,
+                1.004944159225849,
+                1.015901087459527,
+                0.9987432420315473,
+                0.9985224279803399,
+                0.9900020636370531,
+                0.9946414368680025,
+                0.9718565169997336,
+                1.0010286004673303,
+                1.0045607582554759,
+                1.0126684697205748,
+                0.9911582699978772,
+                0.9979453061380805,
+                0.9943479420017864,
+                1.0057507939001675,
+                1.009199116070283,
+                0.996011631450574,
+                1.0055786667678899,
+                0.9980095514928135,
+                0.9965213084556673,
+                1.0065546695035632,
+                0.9959098534303568,
+                1.0066323304809803,
+                0.9785303330423044,
+                0.9869014865983016,
+                1.0002036756849269,
+                1.0025571744250443,
+                0.9798050960785967,
+                0.9928695520264623,
+                1.0029641941982563,
+                0.995414106898259,
+                1.0148844453635921,
+                0.9709719526035338,
+                0.9939566879305621,
+                0.9884244597895214,
+                0.9767542641597464,
+                0.9853765727313375,
+                1.0106906221793046,
+                1.005948414723524,
+                1.017725449726877,
+                1.0152735855520598,
+                0.9876730417321886,
+                0.9757936207779202,
+                1.0047018133551442,
+                1.004391788961941,
+                1.006171785979052,
+                0.8968175799273889,
+                1.0473489426893206,
+                1.0315201707660164,
+                1.0175144216806302,
+                1.0142189436584537,
+                1.0038989754399161,
+                1.0173990273862883,
+                1.0127050623257519,
+                1.0051909194938937,
+                1.012068652647229,
+                0.9962079218654786,
+                1.002233177655679,
+                1.0161322523275562,
+                0.999594425724876,
+                0.9955572903935671,
+                0.9917181216246964,
+                0.9858353212831604,
+                0.991792827254217,
+                0.9768523928420304,
+                0.9547301155646564,
+                0.963911142038982,
+                0.9970598920069098
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 166,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 332,
+    "parameters": 498334,
+    "cert_evals": {
+        "36": 0.9326607584953308,
+        "72": 0.9092055559158325,
+        "108": 0.879697322845459,
+        "255": 0.6900378465652466
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/musk-2/fold_3/result.json b/UCI_N6/aol/runs/musk-2/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f968fbde64793c6529b4b9666f8c549917751593
--- /dev/null
+++ b/UCI_N6/aol/runs/musk-2/fold_3/result.json
@@ -0,0 +1,362 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.9578622816032888,
+    "test_acc": 0.954225352112676,
+    "train_size": 1649,
+    "val_size": 973,
+    "test_size": 3976,
+    "stats": {
+        "mean": [
+            [
+                -0.019377861036991656,
+                0.025388282601576818,
+                0.017005815742874516,
+                -0.007883900460885378,
+                0.0060343637174048335,
+                0.019899812286233772,
+                -0.017346581947847252,
+                0.01720070440873258,
+                -0.022683759298605638,
+                0.03576464684050942,
+                0.003250418289873286,
+                0.023095340225590528,
+                0.025853774105518486,
+                0.004904056128563328,
+                0.015174882898727272,
+                0.004904859053972195,
+                -0.0064262512310491165,
+                -0.0013788380109157152,
+                0.03392423097634965,
+                0.040471053135233824,
+                -0.007766068975136523,
+                -0.02654642546998242,
+                -0.002714201516070317,
+                -0.005730637913887314,
+                0.014443505081867881,
+                -0.01681206773802325,
+                0.022797446707095152,
+                0.02924670987871426,
+                -0.016523001552455778,
+                0.022271198156458668,
+                0.007295070836871207,
+                -0.010380893735597325,
+                0.0032170857913887633,
+                0.03166040751970903,
+                -0.011104923177683385,
+                0.023025889023650516,
+                0.00955245047907632,
+                0.00501562544572467,
+                0.003645016027895317,
+                0.012703992892661992,
+                0.014234079029714866,
+                -0.018872668283808444,
+                0.03357063479684651,
+                0.002985781740448259,
+                0.016828823032140804,
+                0.008592184530017656,
+                0.020646139611886168,
+                -0.025274300994542045,
+                0.031819425821709706,
+                0.041618958390176077,
+                0.00933414724075195,
+                -0.02236399884778645,
+                -0.018589546555488203,
+                0.001330274912066101,
+                0.0015160872407521844,
+                0.002306856531231052,
+                -0.0022718787992723603,
+                0.028225555027289576,
+                -0.006301775864159792,
+                0.02247907061249244,
+                -0.011468676332322514,
+                0.02175189545178902,
+                -0.013670970357792456,
+                0.03126135081867806,
+                0.004543698483929725,
+                -0.0009374850879321324,
+                0.021139099308671503,
+                0.02629353206791973,
+                -0.02450631540927904,
+                0.030707943529411457,
+                0.01293060334141885,
+                0.012913687446937628,
+                0.00928486858095778,
+                0.01766341600970324,
+                0.03807825699818077,
+                0.0017500543359613783,
+                -0.016347040315342783,
+                0.0007416811279563446,
+                0.026208501607035268,
+                0.023266191340205626,
+                -0.018853632765312562,
+                -0.02368463080654962,
+                0.001749331437234659,
+                0.003365637052759398,
+                0.025888251528199256,
+                -0.018965530382049504,
+                0.03517410735597307,
+                0.025752976476652555,
+                -0.02487937299575574,
+                0.022010353117040575,
+                0.017477714511824522,
+                -0.017221659584597582,
+                -0.003431555427531808,
+                0.019807925603396073,
+                0.0032348454699819393,
+                0.013613221879926436,
+                0.0370615994009708,
+                -0.016630420776227922,
+                0.0136933938872041,
+                -0.0017249714481504044,
+                0.02229983032140703,
+                -0.012712485694360036,
+                0.026678074426925498,
+                0.012642979175256863,
+                0.005538239963614194,
+                0.0035851682595511494,
+                -0.017385318223165646,
+                -0.027282370030321336,
+                0.030769696791993668,
+                0.023036587355973605,
+                0.02791771238326433,
+                -0.005707142462098305,
+                -0.011955044244996943,
+                -0.01365990568829588,
+                0.02758415771376576,
+                0.001034438120072712,
+                0.016993479078229498,
+                0.004106490266828514,
+                -0.007270538144329443,
+                0.023955484869617922,
+                0.016178350285021865,
+                0.0035198083808369264,
+                0.010066467580351705,
+                0.013253238295936883,
+                0.003935329266222111,
+                -0.028011770430564572,
+                0.022866120224378214,
+                0.0261654426682841,
+                0.02473182812007268,
+                -0.0015221004548212846,
+                0.0038331081837477228,
+                0.021399354317768703,
+                0.005301140012128602,
+                0.019229334445118054,
+                0.005640386767737668,
+                0.02194890172225591,
+                -0.005060289387507513,
+                0.026678006622195553,
+                -0.009628291109763477,
+                -0.003739145758641676,
+                0.002035451000606312,
+                0.010815814196482578,
+                -0.011372362352941229,
+                -0.019185084742267905,
+                -0.001526538386901546,
+                0.01622554252274128,
+                0.012853861158277795,
+                0.032111232286234526,
+                0.031036171322013306,
+                0.014534576640388132,
+                -0.0195449016634327,
+                -0.0031721854821107633,
+                -0.011472115221346063,
+                0.00807888645239537,
+                -0.009991977598544642,
+                0.015293761594905845,
+                0.04696865378289867,
+                0.02876006337174039,
+                0.030060548720436564,
+                -0.016465844511825162,
+                -0.013467629448150867,
+                -0.004964211527592827,
+                0.023761107562159368,
+                -0.0028053264645238984,
+                -0.011466418192844817,
+                0.015592289957550014
+            ]
+        ],
+        "std": [
+            [
+                0.985810694952265,
+                1.0034659788102347,
+                1.0123314802689827,
+                1.0006728383848915,
+                1.0057933627069857,
+                1.0211647035506441,
+                0.9873544232512542,
+                1.0044940106681508,
+                0.9972305516917789,
+                0.9962847585776434,
+                1.0084467836467266,
+                0.9906644883619666,
+                1.0245712429201694,
+                0.9866939366954063,
+                1.0013177295694342,
+                1.0035460862038992,
+                1.0106885153319805,
+                0.9519922611580153,
+                0.9980325911759347,
+                1.0306730880090342,
+                0.9835758012913696,
+                0.9850289481711405,
+                1.0052216421075988,
+                0.9962087717875672,
+                0.9963361086627195,
+                0.9956939758386721,
+                0.9995284943647325,
+                1.023940251071931,
+                1.0274738040648672,
+                0.994278832453581,
+                0.9978867650735795,
+                0.9858582094807091,
+                1.0042951554309811,
+                0.9935762200569673,
+                0.987438469465117,
+                1.005913310224571,
+                1.00088122516216,
+                0.9882229146445906,
+                1.0157177678163845,
+                0.9964856588375458,
+                0.9973534488049755,
+                0.9843481194725128,
+                1.0059020116489072,
+                0.9945053400237248,
+                0.9893145898736398,
+                1.0071798920580137,
+                1.026048360719046,
+                0.9784906142973205,
+                0.9999905642791316,
+                1.0245359594400432,
+                0.9857715356622779,
+                0.9921646440585971,
+                0.9889209867599961,
+                0.9804599263285575,
+                0.989078331357909,
+                1.0220508106585684,
+                0.9898585563272273,
+                1.0050841202007248,
+                1.0381369540158623,
+                0.9852302977543494,
+                1.0075559260629754,
+                1.000291557770776,
+                0.9848158888469627,
+                0.9914305575952413,
+                1.0027287892746963,
+                0.9998437768528288,
+                1.0380871234284017,
+                1.0068281699392212,
+                0.9909518921848135,
+                1.0027114341322005,
+                1.0043121525006478,
+                1.004908814037755,
+                1.0186241738713828,
+                0.9840706508690844,
+                1.0105911993179093,
+                0.9676803103445097,
+                1.0008055713802275,
+                0.9912309236484144,
+                0.995113888208004,
+                1.00892652209743,
+                0.9963556594838519,
+                0.9845494099501623,
+                0.9992655439793966,
+                0.9888161956289881,
+                0.988365168461102,
+                0.986911819503751,
+                0.9966018266120068,
+                1.0253590540025506,
+                1.0073388900110996,
+                0.9884492302907475,
+                1.0097952364856901,
+                0.9710825809435979,
+                1.0049468371789398,
+                0.9978639652892881,
+                1.0455255018744898,
+                0.9978429399237,
+                1.002476959825736,
+                0.9981410717372688,
+                1.0060801668925174,
+                0.9880101858878161,
+                0.9920156642454706,
+                0.9690302977750064,
+                1.0160561889470001,
+                1.0042221946838557,
+                0.9902952403395341,
+                0.9972984826953729,
+                0.9761193341167186,
+                0.9802187480066236,
+                1.008662757516423,
+                0.9977604335997484,
+                1.0125273643143784,
+                1.0005678108605767,
+                0.99939847346626,
+                0.9934285795635643,
+                0.993774093323074,
+                0.9507637302569011,
+                1.001524151413393,
+                1.0029839092558797,
+                0.9922893465303836,
+                0.9995915259108642,
+                0.9937205680489537,
+                0.9906768211587779,
+                0.9885237778798726,
+                0.9923092460426346,
+                0.9928187226268517,
+                0.9431189215637575,
+                0.9768867834667897,
+                0.988648327088327,
+                0.9868432165802018,
+                0.9936538301879408,
+                1.031840475179726,
+                1.0088131603924193,
+                0.948009389328019,
+                0.980359732399849,
+                0.9812840383484884,
+                1.0125452888475233,
+                1.0015379468649726,
+                1.0082241487185495,
+                1.0028073940649291,
+                1.027290919950601,
+                1.0123450850356626,
+                0.9892757300213824,
+                0.989457850129367,
+                0.9916398725034907,
+                0.9733306799223379,
+                1.048692795336829,
+                1.0185390556939666,
+                1.005180692664418,
+                0.9999773815928202,
+                1.0029310617714582,
+                0.9847831085240544,
+                0.9984589470542239,
+                0.997897554671397,
+                1.0021153618672554,
+                0.9825493908557392,
+                1.0005331081478763,
+                1.0721249078632564,
+                1.0255830315079582,
+                1.0078969722952105,
+                1.0018509428094395,
+                1.007362049760478,
+                0.9875884283657037,
+                1.0010931986356253,
+                1.0157609941665726,
+                0.9972826112887371,
+                1.0062038228644128
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 166,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 332,
+    "parameters": 498334,
+    "cert_evals": {
+        "36": 0.9343560934066772,
+        "72": 0.909456729888916,
+        "108": 0.8807846903800964,
+        "255": 0.683098554611206
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/nursery/fold_0/result.json b/UCI_N6/aol/runs/nursery/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..056c651ef66ff416dda9d2d96033c7034ed8ef4f
--- /dev/null
+++ b/UCI_N6/aol/runs/nursery/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8185610010427529,
+    "test_acc": 0.8192771084337349,
+    "train_size": 3240,
+    "val_size": 1918,
+    "test_size": 7802,
+    "stats": {
+        "mean": [
+            [
+                0.051029166666666737,
+                -0.00196411111111071,
+                0.0016562925925925533,
+                -0.008005376543209762,
+                -0.004535925925925928,
+                -0.014196977160493821,
+                -0.01014526234567894,
+                -0.007937870370370368
+            ]
+        ],
+        "std": [
+            [
+                1.0081184659855247,
+                0.994466909902115,
+                0.9984780980079611,
+                0.9954756099225289,
+                0.9980995540133645,
+                0.9998602139101664,
+                0.9972906807623559,
+                1.0052418041464166
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1317,
+    "cert_evals": {
+        "36": 0.676108717918396,
+        "72": 0.5634452700614929,
+        "108": 0.41873878240585327,
+        "255": 0.0005126890609972179
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/nursery/fold_1/result.json b/UCI_N6/aol/runs/nursery/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3abe6bfe4f56db132d8d4fb4dc253efa84699d5
--- /dev/null
+++ b/UCI_N6/aol/runs/nursery/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.820538891713269,
+    "test_acc": 0.8250999613053012,
+    "train_size": 3240,
+    "val_size": 1967,
+    "test_size": 7753,
+    "stats": {
+        "mean": [
+            [
+                0.023435617283950584,
+                0.026842851851852437,
+                -0.0011041870370370494,
+                -0.001656286419753089,
+                -0.010961820987654315,
+                0.019135056172839497,
+                -0.012124891358024097,
+                -0.0060479012345679
+            ]
+        ],
+        "std": [
+            [
+                1.0098249235756733,
+                1.0053740157149613,
+                0.9982315594686217,
+                0.9999606252114857,
+                0.9964249241892131,
+                0.9997779009091493,
+                0.9971359423938833,
+                1.0041030187583004
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1317,
+    "cert_evals": {
+        "36": 0.671610951423645,
+        "72": 0.5329549908638,
+        "108": 0.39017152786254883,
+        "255": 0.00012898232671432197
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/nursery/fold_2/result.json b/UCI_N6/aol/runs/nursery/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..902ba7a6ff1a60f2985838efda1214b4055020b9
--- /dev/null
+++ b/UCI_N6/aol/runs/nursery/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.8350785340314136,
+    "test_acc": 0.8375160051216389,
+    "train_size": 3240,
+    "val_size": 1910,
+    "test_size": 7810,
+    "stats": {
+        "mean": [
+            [
+                0.023435617283950584,
+                0.047575135802469234,
+                0.015458643209876576,
+                0.0024844308641975513,
+                0.006047901234567903,
+                0.0012345197530864193,
+                0.015837366358025084,
+                -0.0060479012345679
+            ]
+        ],
+        "std": [
+            [
+                1.0166780451442419,
+                1.0111134194425535,
+                1.0062422991159916,
+                0.9960005941386431,
+                0.9966991236053043,
+                0.9999602379504744,
+                1.0002954947822456,
+                1.0041030187583007
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1317,
+    "cert_evals": {
+        "36": 0.6916773915290833,
+        "72": 0.48988479375839233,
+        "108": 0.3742637634277344,
+        "255": 0.012035852298140526
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/nursery/fold_3/result.json b/UCI_N6/aol/runs/nursery/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7cc32e6c8d3898c21de64307044380926b99bb7
--- /dev/null
+++ b/UCI_N6/aol/runs/nursery/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.8513513513513513,
+    "test_acc": 0.8630066700872242,
+    "train_size": 3240,
+    "val_size": 1924,
+    "test_size": 7796,
+    "stats": {
+        "mean": [
+            [
+                0.03364145061728391,
+                0.03033460493827167,
+                0.03257356666666669,
+                0.032849621604938234,
+                -0.015875740740740732,
+                -0.01481423703703703,
+                -0.01707398148148124,
+                0.006425895061728395
+            ]
+        ],
+        "std": [
+            [
+                1.006091408188469,
+                0.9961770749809249,
+                1.0063245385321156,
+                1.0055792592242605,
+                0.9961264090870245,
+                0.9998512588890658,
+                1.0080135891696445,
+                0.9964644995871555
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1317,
+    "cert_evals": {
+        "36": 0.7106208801269531,
+        "72": 0.5820934176445007,
+        "108": 0.458953320980072,
+        "255": 0.053104158490896225
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_0/result.json b/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..04f386c0e68d7cd3fc8ea1e5b2df174fa36f6ff0
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_0/result.json
@@ -0,0 +1,112 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.6832298136645962,
+    "test_acc": 0.6782178217821783,
+    "train_size": 255,
+    "val_size": 161,
+    "test_size": 606,
+    "stats": {
+        "mean": [
+            [
+                -0.0371250154117647,
+                0.0015389403921568473,
+                -0.03527819799999997,
+                0.026217213882352975,
+                -0.022018143254901958,
+                -0.03976458627450978,
+                0.003314039607843149,
+                -0.03319261360784315,
+                0.01830184745098039,
+                -0.02685776486274508,
+                -0.04212637686274509,
+                0.005226556078431408,
+                -0.02913093117647059,
+                -0.01200531101960785,
+                -0.03152609833333333,
+                -0.03705718681960783,
+                0.00469401490196078,
+                -0.02551305090196081,
+                -0.03417245220392157,
+                -0.031662056862745085,
+                -0.018275636980392158,
+                -0.03872015905882352,
+                0.06975402027450983,
+                -0.05690918172549015,
+                -0.0005046612313725563,
+                -0.026833323176470567,
+                -0.0324685416470588,
+                0.06559194729411769,
+                -0.04924893603921571,
+                -0.002559774274509816,
+                -0.007582052196078413,
+                -0.03221969384313721,
+                0.07669179423529408,
+                -0.05831633415686265,
+                -0.00790661125490195,
+                0.033497423215686245,
+                0.007940335568627457,
+                -0.0037278283529411723,
+                -0.005509080784313686,
+                -0.006456870705882385,
+                -0.006934026431372542
+            ]
+        ],
+        "std": [
+            [
+                0.9481208431065713,
+                0.9777230774786245,
+                0.9614649831710622,
+                1.0004435636971643,
+                0.9517495439744679,
+                0.9370398970511897,
+                0.978033253968666,
+                0.9633889071060125,
+                0.9762210193691487,
+                0.9497999114505152,
+                0.9347608009901895,
+                0.9801580525147454,
+                0.9702177059121481,
+                0.937441002049969,
+                0.9454783788330968,
+                0.9479630674171062,
+                0.9847917091528013,
+                0.9682944519390624,
+                0.9601592978081722,
+                0.9504457074291478,
+                0.9482732916854852,
+                0.9550094850957569,
+                0.8808478818975364,
+                0.9032557709886272,
+                0.9905437507629392,
+                0.9682787727115054,
+                0.9734319541870242,
+                0.8994213820965716,
+                0.9306569007254026,
+                0.9903368456478869,
+                0.9401093744879251,
+                0.9661635565557377,
+                0.8972092489723742,
+                0.9227263611587284,
+                0.9960722682017434,
+                0.9400060154678039,
+                0.9649245386172121,
+                0.9716877264843913,
+                0.9731199443916825,
+                0.9739165511052336,
+                0.9741830269626184
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 41,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 82,
+    "parameters": 30834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_1/result.json b/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6ad3b5bc35851db899afacf3d4f0e050cbf2c47
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_1/result.json
@@ -0,0 +1,112 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.676923076923077,
+    "test_acc": 0.6687598116169545,
+    "train_size": 255,
+    "val_size": 130,
+    "test_size": 637,
+    "stats": {
+        "mean": [
+            [
+                0.00023252282745095802,
+                0.0023210192156862736,
+                -0.008575552392156847,
+                -0.027089618431372545,
+                0.02615166227450979,
+                0.00029002847058821885,
+                0.001517669058823556,
+                -0.009498281058823606,
+                -0.021533545372549014,
+                0.027143032117647032,
+                0.00012999274509802153,
+                0.0020992274509804144,
+                -0.005652587843137251,
+                -0.01031889384313722,
+                0.025365951607843145,
+                0.0011974224705882457,
+                0.0024456095294117628,
+                0.007920263137254904,
+                0.007542674117647044,
+                0.019472125333333323,
+                0.06628882686274508,
+                0.0008101664705882076,
+                -0.005068037960784302,
+                -0.0018227520000000151,
+                0.00320542466666668,
+                0.025693874901960758,
+                0.03285470894117649,
+                -0.03694405458823524,
+                0.02895584858823529,
+                0.02036504745098036,
+                0.04203500674509803,
+                0.012977303843137231,
+                -0.016463404666666667,
+                0.005529818662745095,
+                0.013588346156862736,
+                -0.03683925767843136,
+                -0.016918137803921634,
+                -0.014870798470588246,
+                -0.016124755137254858,
+                -0.018004861274509842,
+                -0.020472565215686273
+            ]
+        ],
+        "std": [
+            [
+                0.9572394549500175,
+                0.9926437581599087,
+                0.9624363039043059,
+                0.9193272254177784,
+                1.0255768714029772,
+                0.9579689477579895,
+                0.9914399769465777,
+                0.964698567284664,
+                0.9351924375292803,
+                1.0260487030041765,
+                0.9515013155985146,
+                0.9925204239055312,
+                0.9662079425779949,
+                0.9893019122153763,
+                1.0199562667897872,
+                0.9463721256877698,
+                0.9959986832754482,
+                0.9814859605265475,
+                1.0491115651558893,
+                1.0166099051364492,
+                1.0126788732557663,
+                0.9559037060605928,
+                1.005464306868578,
+                0.9339913124161523,
+                0.9907483477382796,
+                1.002837860013556,
+                0.9939512794379407,
+                1.0866703256453316,
+                1.0174263712495963,
+                0.9852130473462448,
+                1.0075951167847277,
+                0.9748247085177442,
+                1.0259519988694812,
+                0.9604781044814549,
+                0.9861127645283753,
+                1.0373513207775564,
+                1.0101438720127272,
+                0.9991977496960652,
+                0.9936335573449004,
+                0.9927993181263407,
+                0.9922363841337328
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 41,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 82,
+    "parameters": 30834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_2/result.json b/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0bc4a1a3d8ef3d4fb63ee3fb2edf5b0da5fb17e
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_2/result.json
@@ -0,0 +1,112 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.7076023391812866,
+    "test_acc": 0.6761744966442953,
+    "train_size": 255,
+    "val_size": 171,
+    "test_size": 596,
+    "stats": {
+        "mean": [
+            [
+                0.019915568666666633,
+                -0.014107577647058818,
+                -0.015105033250980377,
+                0.02865576341176468,
+                0.029814655176470552,
+                0.017704559607843146,
+                -0.013470486980392094,
+                -0.016038092274509794,
+                0.03248008262745098,
+                0.030473079058823495,
+                0.02067392156862747,
+                -0.014031545490196065,
+                -0.009559882039215687,
+                0.03839121047058822,
+                0.03184779492980397,
+                0.022161854509803944,
+                -0.01396437243137256,
+                -0.0017765643137255195,
+                0.055001846666666666,
+                0.030386395921568613,
+                0.03668542223529418,
+                -0.0027777596078431494,
+                0.012474995117647124,
+                -0.0041148554117646985,
+                -0.013356863921568625,
+                0.028240797568627463,
+                0.00010664949019609575,
+                0.02344727215686279,
+                0.005875207882352966,
+                -0.007875607450980381,
+                0.028559833607843157,
+                -0.003071006745098055,
+                0.014597308196078422,
+                -0.0007609705999999861,
+                -0.016530812156862723,
+                -0.03674524662745102,
+                -0.019958698901960777,
+                -0.017071456470588258,
+                -0.017420987058823525,
+                -0.017710899607843143,
+                -0.01735895203921565
+            ]
+        ],
+        "std": [
+            [
+                1.0221090924456515,
+                1.01545682802038,
+                0.9869690473435272,
+                1.037069581011897,
+                1.0359698396459835,
+                1.0192987930523796,
+                1.016091448787416,
+                0.9856390212088015,
+                1.038505984158332,
+                1.0379129504870621,
+                1.0239033714401513,
+                1.0194757702768644,
+                0.9963995753206383,
+                1.020298364999823,
+                1.0423678031147061,
+                1.0277751191583697,
+                1.0205917784397192,
+                1.0135024895112017,
+                1.0892501748798247,
+                1.0432132666589502,
+                1.0172134304654925,
+                1.030895619962752,
+                1.0213433186098346,
+                1.040706012633716,
+                1.0211704714384828,
+                1.010787095001102,
+                1.034569087974703,
+                1.0203462492134936,
+                1.0580364742305262,
+                1.0095797767173902,
+                1.0215170604628103,
+                1.033396337568214,
+                1.0252577264940543,
+                1.0526521075427535,
+                1.017486639545284,
+                1.0521736233720556,
+                1.0188131869714923,
+                1.0087257643396144,
+                1.005460013688893,
+                1.0056139578892642,
+                1.0065387262698673
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 41,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 82,
+    "parameters": 30834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_3/result.json b/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6a71041fbf1f09d836e29c2ca9d8c3f2d868981
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_merluccius_nucleus_4d/fold_3/result.json
@@ -0,0 +1,112 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.7048192771084337,
+    "test_acc": 0.6405990016638935,
+    "train_size": 255,
+    "val_size": 166,
+    "test_size": 601,
+    "stats": {
+        "mean": [
+            [
+                0.005023620274509809,
+                0.05012927215686277,
+                0.0774847423529411,
+                -0.021592119215686236,
+                -0.007278767843137281,
+                0.003806819607843134,
+                0.05070236376470592,
+                0.07836162039215684,
+                -0.009335469717647047,
+                -0.006452909647058787,
+                0.004313807450980429,
+                0.05239601662745102,
+                0.08761111960784314,
+                -0.0006227640392157017,
+                -0.011547115941176465,
+                0.007509175294117638,
+                0.049814644431372575,
+                0.09699411058823522,
+                -0.020684055294117654,
+                -0.014362384509803941,
+                0.03558779360784312,
+                0.0894858222352941,
+                -0.09410436105882346,
+                0.07914001066274516,
+                0.05154126003921575,
+                -0.0045582715686274125,
+                0.09130289176470592,
+                -0.07599903827450982,
+                0.08245660823529415,
+                0.06585250807843139,
+                0.012951737058823532,
+                0.08790382078431377,
+                -0.08962203019607844,
+                0.08192444351764702,
+                0.05873899290196081,
+                -0.016822436196078434,
+                0.029792561019607842,
+                0.05055904957647062,
+                0.05703265886274507,
+                0.05811358976470591,
+                0.05753943309803923
+            ]
+        ],
+        "std": [
+            [
+                1.0010627790031323,
+                1.0340741776327254,
+                1.0363077318633585,
+                1.0137526513667938,
+                1.0497867958856593,
+                1.0059089649290247,
+                1.032934819096642,
+                1.0357871822249751,
+                1.0425743779317471,
+                1.0491455468136368,
+                1.002585949212257,
+                1.0328632642788567,
+                1.0444571310319228,
+                1.0499184939107524,
+                1.0523852884773215,
+                0.9969852155711642,
+                1.036017112451258,
+                1.0641484457194088,
+                1.0260965200086805,
+                1.0600673906871478,
+                1.0132281500555904,
+                1.039987043021767,
+                1.0160272774539016,
+                1.0119553762539002,
+                1.0375407287957723,
+                0.993275249370577,
+                1.0310746092505982,
+                1.0007724139832403,
+                1.01278883373938,
+                1.0152625509246365,
+                0.9763093251846449,
+                1.0267017964861733,
+                0.997823146966079,
+                1.0044670030988905,
+                1.0259705961089964,
+                1.0589413004871364,
+                1.0376978512601307,
+                1.0319158378686013,
+                1.0340480487731072,
+                1.0356155832366485,
+                1.0358388933781137
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 41,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 82,
+    "parameters": 30834,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_0/result.json b/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ba566a0717530f105e18dede76dff14ada4dc43
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_0/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.8592592592592593,
+    "test_acc": 0.805379746835443,
+    "train_size": 255,
+    "val_size": 135,
+    "test_size": 632,
+    "stats": {
+        "mean": [
+            [
+                0.01054996298039211,
+                0.027192816941176482,
+                -0.04626695749019601,
+                -0.0069539579607842475,
+                0.014194326572549003,
+                -0.025412450196078348,
+                -0.04305473128235293,
+                0.008311279215686227,
+                0.03873141231372549,
+                0.019546130517647062,
+                0.04932295196078433,
+                0.07244258905882356,
+                -0.12762710541176478,
+                0.10863675447058822,
+                0.03643630545098045,
+                0.028625162627451017,
+                0.07991438109803928,
+                -0.15667811082352961,
+                0.11812816443137263,
+                0.056641581960784365,
+                0.025048539999999987,
+                0.07553784419607842,
+                -0.12706123960784313,
+                0.11197763396705882,
+                0.047989735764705894
+            ]
+        ],
+        "std": [
+            [
+                1.055902739791254,
+                1.0162268811039923,
+                1.0028684541215303,
+                0.9730091823212302,
+                1.0042568790807076,
+                1.059859315776944,
+                0.9758982735241186,
+                0.988138955008393,
+                1.0133686644339426,
+                1.0143882523728363,
+                1.0032684708282238,
+                1.0660462422249137,
+                1.201916629773772,
+                1.156152673218226,
+                0.9766255498471383,
+                1.0205814664175223,
+                1.0558525489192028,
+                1.2296182126345767,
+                1.1597961969108055,
+                0.9544712645073075,
+                1.0067919810768349,
+                1.0593103623610676,
+                1.2049412432924147,
+                1.1612948832756183,
+                0.9664237104019653
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11653,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_1/result.json b/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5611c82131c7644d3468ecbe1d5ecc7998d87916
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_1/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 63,
+    "best_val_acc": 0.8940397350993378,
+    "test_acc": 0.8685064935064936,
+    "train_size": 255,
+    "val_size": 151,
+    "test_size": 616,
+    "stats": {
+        "mean": [
+            [
+                -0.039873489411764704,
+                0.06568908627450984,
+                -0.08042117858823533,
+                -0.07278203247058826,
+                0.031821641215686286,
+                0.042755718431372526,
+                0.005826313725490188,
+                0.07096834100392159,
+                0.027976641294117695,
+                -0.0360630005411765,
+                0.08661626117647052,
+                -0.01559811278431374,
+                -0.0027832955098039194,
+                -0.00600242694117644,
+                -0.011780795098039233,
+                0.05183837615686276,
+                -0.0011791454901960582,
+                0.012773291529411772,
+                -0.01314989992156862,
+                0.009224545098039242,
+                0.0690001321568627,
+                -0.0190796969803922,
+                0.013153878745098036,
+                -0.02286682056078435,
+                6.883568627453327e-05
+            ]
+        ],
+        "std": [
+            [
+                0.9701687420411181,
+                0.9794453617880473,
+                0.9813443525023554,
+                0.9595676757646171,
+                1.003115552689647,
+                0.9711996996585899,
+                0.96070065028928,
+                0.9964287871578288,
+                0.9706304482097151,
+                0.9607876088942564,
+                0.9996288496718735,
+                1.0168336786919916,
+                1.0395937464726017,
+                1.0511176984743116,
+                0.9543421247886298,
+                0.9888423590787397,
+                0.9945618062244868,
+                0.993182419256565,
+                0.9977759822780166,
+                0.9466357052699218,
+                0.970268559194868,
+                0.9921749035989086,
+                0.9919171706653837,
+                0.9992337881273372,
+                0.9493328232926572
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11653,
+    "cert_evals": {
+        "36": 0.8490259647369385,
+        "72": 0.8100649118423462,
+        "108": 0.7564935088157654,
+        "255": 0.1931818127632141
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_2/result.json b/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..17bca6d62e559ebe3b0ce338051d31317f39d25a
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_2/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 72,
+    "best_val_acc": 0.9230769230769231,
+    "test_acc": 0.8756137479541735,
+    "train_size": 255,
+    "val_size": 156,
+    "test_size": 611,
+    "stats": {
+        "mean": [
+            [
+                0.09042857501960787,
+                0.08453290745098035,
+                0.05499370141176466,
+                0.003266606392156863,
+                -0.07544167117647055,
+                -0.015606528627450978,
+                -0.019981488733333278,
+                -0.025666618862745103,
+                -0.018207427176470593,
+                0.07526210964705878,
+                -0.07317296886274506,
+                0.06288879294117644,
+                -0.045770915470588244,
+                0.06681564803529418,
+                0.0457884809411765,
+                -0.057205103882352934,
+                0.03428885882352944,
+                -0.026384509803921576,
+                0.04764570376470586,
+                0.0265779054901961,
+                -0.05987147952941173,
+                0.04524020599999998,
+                -0.030786102745098055,
+                0.050239169831372554,
+                0.03661726031372548
+            ]
+        ],
+        "std": [
+            [
+                0.9803272049895071,
+                0.9882927145330502,
+                0.9802699132826773,
+                0.9866157296330209,
+                0.9568636941234572,
+                0.9924758747611615,
+                0.9911948282259507,
+                1.014854441162732,
+                0.9588574557798413,
+                0.9306835025569801,
+                0.9960935226571523,
+                1.058677201136564,
+                1.1189325498150606,
+                1.104729425488317,
+                1.0030626650633148,
+                1.0161006842006703,
+                1.038500769178019,
+                1.1151857588414493,
+                1.0890692776345845,
+                0.9960240438206022,
+                1.0157898082954688,
+                1.0428087102486705,
+                1.0990958365479944,
+                1.0781825399569271,
+                0.9998307298430946
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11653,
+    "cert_evals": {
+        "36": 0.844517171382904,
+        "72": 0.8232405781745911,
+        "108": 0.7970540523529053,
+        "255": 0.6022913455963135
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_3/result.json b/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dee1632ca10551a610c8cf8761b54c257fff1d0c
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_merluccius_states_2f/fold_3/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.8719512195121951,
+    "test_acc": 0.8739635157545605,
+    "train_size": 255,
+    "val_size": 164,
+    "test_size": 603,
+    "stats": {
+        "mean": [
+            [
+                -0.0162589217254902,
+                -0.05657745160784315,
+                0.01461218117647058,
+                0.05366552894117648,
+                0.038041347607843126,
+                -0.02560452082352941,
+                -0.011943972431372539,
+                -0.007390860000000016,
+                -0.011038546941176463,
+                -0.05211940686274512,
+                0.008660175294117643,
+                0.051748327019607854,
+                -0.01198270811764698,
+                0.042424563215686224,
+                0.0151460240784314,
+                -0.01830622803921565,
+                0.029721466745098055,
+                0.03686442627450982,
+                0.01890176607843136,
+                0.022645802980392142,
+                -0.02072309247058821,
+                0.038014168235294084,
+                0.011930823882352934,
+                0.031066374470588243,
+                0.015441112392156824
+            ]
+        ],
+        "std": [
+            [
+                1.0145212260058494,
+                1.0183267267898117,
+                0.9955590624479448,
+                1.0189109805968923,
+                0.9525691096733636,
+                0.9401260529685115,
+                0.9530483520235054,
+                1.0372365061551077,
+                0.9831280509255012,
+                1.0109747306925605,
+                1.0146664159530456,
+                1.0835689421499082,
+                1.0366330566676196,
+                1.063468357562322,
+                1.0478025436829708,
+                1.0203756563273347,
+                1.048069136775873,
+                0.9743374382513833,
+                1.0399684735711856,
+                1.0238387714620327,
+                1.0310574946708129,
+                1.0714734463360287,
+                1.0248857085596488,
+                1.0669402741834955,
+                1.0309522590651836
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11653,
+    "cert_evals": {
+        "36": 0.7943615317344666,
+        "72": 0.704809308052063,
+        "108": 0.572139322757721,
+        "255": 0.05638474225997925
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_0/result.json b/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d515150f7193a4da48ac9aed2a59d5688447cfa
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_0/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 69,
+    "best_val_acc": 0.6666666666666666,
+    "test_acc": 0.675392670157068,
+    "train_size": 228,
+    "val_size": 111,
+    "test_size": 573,
+    "stats": {
+        "mean": [
+            [
+                0.008357397456140388,
+                0.01802353785087694,
+                -0.041648607412280596,
+                -0.0453803663157896,
+                0.0012030528070177244,
+                0.022922442456140533,
+                0.036679189828947405,
+                0.006630059969298269,
+                0.03305654250000005,
+                -0.013262542280701796,
+                -0.10907990994736835,
+                0.018322935921052583,
+                0.07612510290350878,
+                0.012056999298245606,
+                3.168017543867413e-05,
+                -0.10483278701754395,
+                0.006886669999999989,
+                0.06841488109649123,
+                0.00695189035087715,
+                -0.010072736403508812,
+                -0.05385949504824569,
+                0.02870514298245609,
+                0.015483249929824555,
+                0.03363409311403503,
+                -0.0021852223684209818
+            ]
+        ],
+        "std": [
+            [
+                0.9973978575903476,
+                1.0076014353044038,
+                0.9952366807299615,
+                0.932027269541095,
+                1.0037384211397398,
+                0.9967681042898726,
+                0.9897940967126091,
+                0.9959439814010456,
+                1.0138128967542228,
+                0.9906591764143307,
+                1.0399607914486315,
+                1.0440929697744785,
+                0.9325257900670985,
+                1.077455055918072,
+                1.0068935522712004,
+                1.0499836979693067,
+                1.020033825374287,
+                0.9599692363716387,
+                1.0561252019263898,
+                1.0054889903033737,
+                1.0309466984358973,
+                1.0847181603368137,
+                1.1023028462065556,
+                1.254832404821169,
+                0.9936933949524517
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11602,
+    "cert_evals": {
+        "36": 0.49912741780281067,
+        "72": 0.3193717300891876,
+        "108": 0.21291448175907135,
+        "255": 0.05410122126340866
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_1/result.json b/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..807680bddaf8479ee06d4281ff4d5907d476b0a2
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_1/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 39,
+    "best_val_acc": 0.676923076923077,
+    "test_acc": 0.7003610108303249,
+    "train_size": 228,
+    "val_size": 130,
+    "test_size": 554,
+    "stats": {
+        "mean": [
+            [
+                -0.08728925657894768,
+                -0.0543713359210526,
+                -0.034470636140350855,
+                0.03278697263157899,
+                0.05903984850877202,
+                0.027659603256579266,
+                0.0052796477236843045,
+                -0.02784190157894725,
+                -0.009100311184210503,
+                -0.037397169736841936,
+                0.10257767285964901,
+                -0.01304280877192977,
+                -0.06708928297368424,
+                -0.036337502456140376,
+                -0.047321120833333355,
+                0.09918661429824563,
+                -0.009569511929824559,
+                -0.06545246535087723,
+                -0.012505821052631564,
+                -0.06283763969298246,
+                0.07219973416666646,
+                -0.0427019519736842,
+                0.004866778614035071,
+                -0.047571456315789504,
+                -0.07411300593421052
+            ]
+        ],
+        "std": [
+            [
+                1.0458471164356558,
+                1.0593898673226612,
+                1.0081986354392756,
+                1.0765642846006065,
+                1.0669306376265857,
+                1.0624952898815982,
+                1.0407781573587898,
+                1.106896809173159,
+                1.167838053551809,
+                1.0758835524236412,
+                1.0385900596754538,
+                0.9885404293586944,
+                0.9550027699090833,
+                0.9244009468904739,
+                1.0365002828514067,
+                1.032883107457862,
+                1.0049531003586958,
+                0.9938416222614777,
+                0.9755214096734742,
+                1.053074988224559,
+                1.0165408864776693,
+                0.9716379772569274,
+                0.9394817774978654,
+                0.8622924823332119,
+                1.0276563689405496
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11602,
+    "cert_evals": {
+        "36": 0.4314079284667969,
+        "72": 0.23104692995548248,
+        "108": 0.12454873323440552,
+        "255": 0.052346568554639816
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_2/result.json b/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..10c44326eb190117b7960c90f7ca9d9929dedb51
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_2/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.644927536231884,
+    "test_acc": 0.5604395604395604,
+    "train_size": 228,
+    "val_size": 138,
+    "test_size": 546,
+    "stats": {
+        "mean": [
+            [
+                -0.03544724921052656,
+                -0.03885949409210542,
+                -0.00817023697368415,
+                0.051384859504385955,
+                0.046574599692982555,
+                0.04455862842105246,
+                0.006319970219298388,
+                -0.042167378070175295,
+                -0.056997550482456076,
+                -0.04837222118421066,
+                0.023236387807017467,
+                -0.018419659824561344,
+                0.03327031526622804,
+                -0.03261339552631577,
+                0.017033810526315828,
+                0.026972617807017606,
+                -0.016002433162280727,
+                0.07519383274999998,
+                -0.03613011021929823,
+                0.0164577965789474,
+                0.013493596793859773,
+                -0.02311588736842108,
+                0.0705855121052632,
+                -0.038314935394736835,
+                0.002846930162280715
+            ]
+        ],
+        "std": [
+            [
+                1.0173295399775188,
+                1.0238875326302583,
+                0.965332841080866,
+                1.0357264688512589,
+                1.0296595721628123,
+                1.027217931369946,
+                0.9273272720979442,
+                1.0575953015661612,
+                1.0282364738483871,
+                1.0347456518954214,
+                0.9384525467734931,
+                0.9632166870693201,
+                0.9301838169931504,
+                0.9056571647388838,
+                1.0051927672529442,
+                0.961531287665366,
+                0.9441957103814642,
+                0.9064551199981514,
+                0.8776461226812926,
+                1.0213725987384084,
+                0.997919302021147,
+                0.9466852583005331,
+                0.8271188054338252,
+                0.8317555000647003,
+                1.0271823239026208
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11602,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_3/result.json b/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b6b6cac2fe3c0f2c0796295a154119435b41f85
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_trisopterus_nucleus_2f/fold_3/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.6363636363636364,
+    "test_acc": 0.6433962264150943,
+    "train_size": 228,
+    "val_size": 154,
+    "test_size": 530,
+    "stats": {
+        "mean": [
+            [
+                -0.10959069377192993,
+                -0.09912143754385974,
+                -0.007162025008771894,
+                0.06766152456140351,
+                0.08831780850877229,
+                0.08171766137061406,
+                0.006699487456140278,
+                -0.07772155793859647,
+                -0.05998239798245609,
+                -0.07346038859649133,
+                -0.02367889968421067,
+                -0.005257190087719264,
+                0.03324320991228074,
+                -0.048391179824561384,
+                0.008669106403508755,
+                -0.045213709868421055,
+                -0.008913120438596496,
+                0.02287917744298246,
+                -0.016604398201754404,
+                -0.0007747342105263451,
+                -0.06126861737280714,
+                -0.02565710350877192,
+                0.05257332175438596,
+                -0.045432562719298235,
+                -0.0029558628640350784
+            ]
+        ],
+        "std": [
+            [
+                1.044732018887429,
+                1.0625410440290517,
+                1.0767800702099823,
+                1.0282688245705722,
+                1.08629241303742,
+                1.0791696596464955,
+                1.0159169319395265,
+                1.053527399603391,
+                0.9939044762321542,
+                1.0659676193377676,
+                0.9599515341324413,
+                0.9624071800102462,
+                0.902255701658811,
+                0.882802488819804,
+                0.992868117400491,
+                0.976032726528656,
+                0.9678528042797121,
+                1.0363949239113746,
+                0.9791104951035513,
+                1.0023913562224034,
+                0.9810108324803241,
+                0.9401880345466065,
+                0.8602452645459159,
+                0.8427992005641717,
+                1.0009607300230972
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11602,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_0/result.json b/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..88e41ff84175709947796b5501f3e85ba47a40ec
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_0/result.json
@@ -0,0 +1,94 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.8682170542635659,
+    "test_acc": 0.8,
+    "train_size": 228,
+    "val_size": 129,
+    "test_size": 555,
+    "stats": {
+        "mean": [
+            [
+                0.07071967587719294,
+                -0.03126246473684206,
+                -0.05244502938596495,
+                0.005148638640350878,
+                0.12069938767543859,
+                -0.061311192850877064,
+                -0.05906930372807029,
+                -0.05115659995614045,
+                -0.13130431929824563,
+                -0.06720904710526317,
+                -0.05089102140350876,
+                -0.04616209415789476,
+                -0.008453429122807003,
+                0.007494995967982444,
+                -0.045153931578947384,
+                0.03200924100877193,
+                -0.0691457934210527,
+                -0.0009892403947368614,
+                0.011054617807017532,
+                -0.029681514881578927,
+                0.01884901570175438,
+                -0.046099180000000024,
+                0.002979564210526361,
+                -0.0069296600877193516,
+                -0.01987498114035088,
+                0.015903855074561355,
+                -0.12577492600877196,
+                -0.08353401973684217,
+                -0.05708607535087729,
+                -0.05055958596491232,
+                -0.04731587622807015,
+                -0.043790602412280666
+            ]
+        ],
+        "std": [
+            [
+                1.1161365921129287,
+                1.019937304172635,
+                0.917445075485345,
+                0.922445163110283,
+                1.1247212152662185,
+                1.0142273750405912,
+                1.013302866302,
+                1.014864695381583,
+                0.9032083969104956,
+                0.9420860638513419,
+                0.8878850299621215,
+                0.9649792111481951,
+                0.9283049848951963,
+                0.9030510744389749,
+                0.8595512938345663,
+                0.9546310505717645,
+                1.0275522247728062,
+                0.9168016008396184,
+                0.9413647122294537,
+                0.8546868987355505,
+                0.9932921290570054,
+                1.0448863454946404,
+                0.9301627049708955,
+                0.9728030425741644,
+                0.8334914560515586,
+                0.9950352822299136,
+                1.1288380460826624,
+                1.0483897554983064,
+                0.9912110826643573,
+                0.972356775914115,
+                0.9655364442120018,
+                0.961757628464007
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 32,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 64,
+    "parameters": 18947,
+    "cert_evals": {
+        "36": 0.5513513684272766,
+        "72": 0.22342342138290405,
+        "108": 0.03783784061670303,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_1/result.json b/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a824b307c10f58ce60fcb618cb9ad34d9f2690e
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_1/result.json
@@ -0,0 +1,94 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.8,
+    "test_acc": 0.8052434456928839,
+    "train_size": 228,
+    "val_size": 150,
+    "test_size": 534,
+    "stats": {
+        "mean": [
+            [
+                0.042168793947368305,
+                -0.046661154824561395,
+                -0.07265519657894737,
+                -0.029048200219298256,
+                0.09316957649122803,
+                -0.10222960131578947,
+                -0.10301473457017543,
+                -0.10802850458421065,
+                -0.0797967623684211,
+                -0.04103184833333331,
+                -0.03355091710526318,
+                -0.07929260306140361,
+                -0.01261704565789473,
+                0.1506792193013158,
+                -0.04067907675438599,
+                0.0143033318859649,
+                -0.10382837236842095,
+                -0.04084723513596495,
+                0.09225491631578954,
+                -0.05923273439912277,
+                -0.01375305198245613,
+                -0.07187321360087723,
+                -0.04672014346491231,
+                0.0815637618859649,
+                -0.05598073456140354,
+                -0.022079915539473673,
+                -0.09001919685526312,
+                -0.07580621197368419,
+                -0.062005388640350885,
+                -0.0598721951754386,
+                -0.05949153206140351,
+                -0.05830784473684211
+            ]
+        ],
+        "std": [
+            [
+                1.0200834248953377,
+                0.9834883235416357,
+                0.948382326692065,
+                0.9422895148016912,
+                1.0599930578421568,
+                1.008102104687054,
+                1.005532265621242,
+                1.002425640615904,
+                1.0281516449119859,
+                0.9864372876535116,
+                0.9216225867194346,
+                1.0175930869712388,
+                0.9515569597651118,
+                0.8710927832245062,
+                0.9090671548749089,
+                0.9587815133966584,
+                1.0094043299853246,
+                0.9261778760996505,
+                0.8474973900761839,
+                0.9036382522123776,
+                0.9766692441797213,
+                1.0089134547001877,
+                0.9564712615645998,
+                0.8678207248562414,
+                0.9118462619599206,
+                0.9732947965073382,
+                1.0611090895722666,
+                1.015667914213523,
+                0.9793114555387845,
+                0.9657189087278202,
+                0.9606198710213132,
+                0.9585784664444565
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 32,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 64,
+    "parameters": 18947,
+    "cert_evals": {
+        "36": 0.5936329364776611,
+        "72": 0.27902621030807495,
+        "108": 0.2490636706352234,
+        "255": 0.18539325892925262
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_2/result.json b/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0fe3523b769df068f8a6b0305fff4ee09b9d88e4
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_2/result.json
@@ -0,0 +1,94 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8064516129032258,
+    "test_acc": 0.7357142857142858,
+    "train_size": 228,
+    "val_size": 124,
+    "test_size": 560,
+    "stats": {
+        "mean": [
+            [
+                0.003998914473684303,
+                -0.0213186002192983,
+                -0.017623903947368354,
+                -0.012337663596491195,
+                -0.017431074298245655,
+                -0.004555553359648964,
+                -0.004108547587719438,
+                -0.0009373696052630999,
+                -0.016608215043859648,
+                -0.03182528381578946,
+                -0.007421083684210486,
+                -0.005595805956140336,
+                -0.02646343394736844,
+                -0.03618650232456141,
+                -0.010698251315789472,
+                -0.030884499561403496,
+                0.00945457565789471,
+                -0.009139434872807068,
+                -0.03419454758771928,
+                -0.008557029530701714,
+                -0.023951698464912213,
+                -0.004459117500000028,
+                -0.004532075570175454,
+                -0.017823669631578956,
+                0.001388015307017533,
+                -0.0025814676008772044,
+                0.025199284736842097,
+                -0.0031750307894736394,
+                -0.009545385219298277,
+                -0.011465425438596452,
+                -0.011802506973684268,
+                -0.012658367236842074
+            ]
+        ],
+        "std": [
+            [
+                0.97457074546984,
+                1.0043257679235367,
+                0.9742480751664327,
+                0.9943971588575504,
+                0.9581527150500696,
+                0.9265467380337167,
+                0.9264773239886217,
+                0.9319494271687707,
+                1.0333247779313135,
+                0.920720050526615,
+                0.9972315457748969,
+                0.9339472735421078,
+                0.994560651859279,
+                0.9728161348895927,
+                0.9675512654728273,
+                1.0285831983370706,
+                0.9503032539654157,
+                0.9956226688351669,
+                0.9764940921703851,
+                0.9471557323877339,
+                1.0287165906042777,
+                0.9500178099607385,
+                0.9876437160220987,
+                0.9354692176608096,
+                0.898511968634094,
+                1.0286414971042166,
+                0.9524777970147053,
+                0.9772040913271117,
+                0.9780996145454892,
+                0.9792411013617204,
+                0.9824128780686913,
+                0.9861305066741933
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 32,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 64,
+    "parameters": 18947,
+    "cert_evals": {
+        "36": 0.5857142806053162,
+        "72": 0.3589285612106323,
+        "108": 0.2142857164144516,
+        "255": 0.10000000149011612
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_3/result.json b/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cbebfe576ddc5b659e912d6fbcd4957b639ac39
--- /dev/null
+++ b/UCI_N6/aol/runs/oocytes_trisopterus_states_5b/fold_3/result.json
@@ -0,0 +1,94 @@
+{
+    "best_epoch": 46,
+    "best_val_acc": 0.7846153846153846,
+    "test_acc": 0.740072202166065,
+    "train_size": 228,
+    "val_size": 130,
+    "test_size": 554,
+    "stats": {
+        "mean": [
+            [
+                0.19128086798245605,
+                -0.1545888153201755,
+                -0.1037753156140351,
+                -0.08390219271929829,
+                0.19822772679824566,
+                -0.054646532894736755,
+                -0.05310007785087714,
+                -0.05312231039473688,
+                -0.09918999210526323,
+                -0.0755739785964912,
+                -0.07051384131578947,
+                -0.05881431096491246,
+                -0.07694789254385967,
+                0.054556597587719274,
+                -0.06296629385964911,
+                -0.09344949605263154,
+                -0.05059881096491216,
+                -0.09314682412280695,
+                0.050995198815789525,
+                -0.07107925399122803,
+                -0.13133097996491225,
+                -0.0199737169736841,
+                -0.08499977043859651,
+                0.0665703333333333,
+                -0.06430988701754382,
+                -0.11358861070175429,
+                -0.20145491466228072,
+                -0.1672395333333333,
+                -0.13964623530701756,
+                -0.13065004122807017,
+                -0.1280007524122807,
+                -0.1254573030701754
+            ]
+        ],
+        "std": [
+            [
+                1.162459605948107,
+                1.0220637257211564,
+                0.9798271763297653,
+                0.9281687716661429,
+                1.1748679320520254,
+                1.0338563715791989,
+                1.0321846232991374,
+                1.0330317193022602,
+                1.0435830097086,
+                0.9790515232110254,
+                0.975207419353285,
+                0.993634610991306,
+                0.9186772145265852,
+                0.9759927672870093,
+                0.930549606138527,
+                0.9430482289842438,
+                1.0327123337266333,
+                0.9392430037385824,
+                0.9854560711615015,
+                0.9600278149608173,
+                0.9920638252884562,
+                1.0141678876429923,
+                0.9512802433446548,
+                0.9952075820683842,
+                0.911976129686222,
+                0.9873548656001708,
+                1.1909974471705074,
+                1.0719478815576433,
+                1.0152936018335244,
+                0.9972868774145465,
+                0.9919889419406073,
+                0.9898458188922279
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 32,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 64,
+    "parameters": 18947,
+    "cert_evals": {
+        "36": 0.6552346348762512,
+        "72": 0.5613718628883362,
+        "108": 0.45667868852615356,
+        "255": 0.18953068554401398
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/optical/fold_0/result.json b/UCI_N6/aol/runs/optical/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9223dc4c4ee73b221fdb526ecca8365ac9f4bb5
--- /dev/null
+++ b/UCI_N6/aol/runs/optical/fold_0/result.json
@@ -0,0 +1,154 @@
+{
+    "best_epoch": 89,
+    "best_val_acc": 0.9501965923984272,
+    "test_acc": 0.9382352941176471,
+    "train_size": 1797,
+    "val_size": 763,
+    "test_size": 3060,
+    "stats": {
+        "mean": [
+            [
+                1.3856427249732343e-07,
+                3.522537559932238e-07,
+                2.0200333923407371e-07,
+                -2.1090706664453654e-08,
+                9.079577074147025e-07,
+                -3.7840846155241325e-08,
+                1.0016694480800053e-07,
+                -3.839732929460532e-08,
+                -2.052531986360973e-07,
+                5.736227047582848e-07,
+                -5.392877018977476e-07,
+                3.446855866850716e-07,
+                7.471897606570201e-07,
+                6.366165789100185e-08,
+                6.343906503950533e-08,
+                1.6082360320555245e-08,
+                -1.2743461284050804e-07,
+                -1.040734557545233e-06,
+                -8.755926547578072e-07,
+                -3.578185863301285e-07,
+                7.332220366643227e-07,
+                -3.0194769109244466e-07,
+                7.790762325825424e-08,
+                7.345575957029862e-08,
+                -7.23984418536337e-07,
+                9.154145797987881e-07,
+                1.1503060657291822e-06,
+                5.397885364376055e-07,
+                9.892598776549736e-07,
+                1.3388981694693205e-07,
+                -1.4245965993065702e-08,
+                0.0,
+                9.849749597322357e-08,
+                -3.005008345580917e-07,
+                -1.252309404487717e-06,
+                1.1563717317173418e-07,
+                2.612687813142242e-07,
+                -2.1246521999465225e-07,
+                2.181413434127969e-08,
+                2.5598219080391046e-08,
+                8.095715080714013e-07,
+                2.046967167367694e-06,
+                7.488035611850296e-07,
+                -5.36338341615376e-07,
+                2.2593210867774937e-07,
+                1.391208119443866e-09,
+                2.1146353474234786e-09,
+                -9.627156351675032e-08,
+                7.974401797152621e-08,
+                -4.3405676095586467e-07,
+                4.762938228768179e-07,
+                -1.1801335560497857e-06,
+                -1.2314969337031567e-07,
+                -1.9309961105232408e-07,
+                -3.3611575048358445e-08,
+                2.036727886363881e-07,
+                1.463550362828589e-07,
+                1.4123539216025922e-07,
+                2.2092376161315588e-07,
+                -2.9421257666669716e-07,
+                1.7028380694169436e-07,
+                -7.623817643177156e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997215438361656,
+                0.9997210922060588,
+                0.9997214681131235,
+                0.999721655854133,
+                0.9997208475841785,
+                0.9997219821124261,
+                0.9997214930298326,
+                0.999721057794131,
+                0.9997217596240401,
+                0.9997225746036739,
+                0.9997210224417119,
+                0.9997227576971818,
+                0.9997229351930221,
+                0.9997215956873193,
+                0.9997211331602884,
+                0.9997230207039172,
+                0.9997217447316874,
+                0.9997210018360171,
+                0.9997222723850343,
+                0.9997221108286501,
+                0.9997214178114493,
+                0.9997217647676936,
+                0.9997224408130486,
+                0.9997228003545515,
+                0.9997209577711167,
+                0.9997232788951946,
+                0.9997216619853025,
+                0.9997205909299596,
+                0.9997219977968902,
+                0.9997221075144335,
+                0.9997206041402685,
+                1.0,
+                0.9997216910380222,
+                0.9997220629734219,
+                0.999722192628859,
+                0.9997216259221229,
+                0.9997236467717389,
+                0.999721912949805,
+                0.9997216048405073,
+                0.9997213735793822,
+                0.9997214679760645,
+                0.9997208302277274,
+                0.9997210543542098,
+                0.9997230984585895,
+                0.9997218857870922,
+                0.9997212960295644,
+                0.9997215938175112,
+                0.9997221985317171,
+                0.999722021899587,
+                0.999721725627861,
+                0.9997220060267005,
+                0.9997218313197827,
+                0.9997214196784353,
+                0.9997219309011688,
+                0.9997206139806237,
+                0.9997218079331756,
+                0.9997220886750577,
+                0.9997214372339108,
+                0.9997213277413262,
+                0.999722450536975,
+                0.9997220499516833,
+                0.9997216929328724
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 62,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 124,
+    "parameters": 71062,
+    "cert_evals": {
+        "36": 0.9189542531967163,
+        "72": 0.9003268480300903,
+        "108": 0.8751634359359741,
+        "255": 0.7261438369750977
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/optical/fold_1/result.json b/UCI_N6/aol/runs/optical/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1aa9b9e9f188102eefa0939cc3d7bf1e77bd9bcd
--- /dev/null
+++ b/UCI_N6/aol/runs/optical/fold_1/result.json
@@ -0,0 +1,154 @@
+{
+    "best_epoch": 86,
+    "best_val_acc": 0.9412532637075718,
+    "test_acc": 0.9434085704939483,
+    "train_size": 1797,
+    "val_size": 766,
+    "test_size": 3057,
+    "stats": {
+        "mean": [
+            [
+                1.3856427249732343e-07,
+                3.522537559932238e-07,
+                2.0200333923407371e-07,
+                -2.1090706664453654e-08,
+                9.079577074147025e-07,
+                -3.7840846155241325e-08,
+                1.0016694480800053e-07,
+                -3.839732929460532e-08,
+                -2.052531986360973e-07,
+                5.736227047582848e-07,
+                -5.392877018977476e-07,
+                3.446855866850716e-07,
+                7.471897606570201e-07,
+                6.366165789100185e-08,
+                6.343906503950533e-08,
+                1.6082360320555245e-08,
+                -1.2743461284050804e-07,
+                -1.040734557545233e-06,
+                -8.755926547578072e-07,
+                -3.578185863301285e-07,
+                7.332220366643227e-07,
+                -3.0194769109244466e-07,
+                7.790762325825424e-08,
+                7.345575957029862e-08,
+                -7.23984418536337e-07,
+                9.154145797987881e-07,
+                1.1503060657291822e-06,
+                5.397885364376055e-07,
+                9.892598776549736e-07,
+                1.3388981694693205e-07,
+                -1.4245965993065702e-08,
+                0.0,
+                9.849749597322357e-08,
+                -3.005008345580917e-07,
+                -1.252309404487717e-06,
+                1.1563717317173418e-07,
+                2.612687813142242e-07,
+                -2.1246521999465225e-07,
+                2.181413434127969e-08,
+                2.5598219080391046e-08,
+                8.095715080714013e-07,
+                2.046967167367694e-06,
+                7.488035611850296e-07,
+                -5.36338341615376e-07,
+                2.2593210867774937e-07,
+                1.391208119443866e-09,
+                2.1146353474234786e-09,
+                -9.627156351675032e-08,
+                7.974401797152621e-08,
+                -4.3405676095586467e-07,
+                4.762938228768179e-07,
+                -1.1801335560497857e-06,
+                -1.2314969337031567e-07,
+                -1.9309961105232408e-07,
+                -3.3611575048358445e-08,
+                2.036727886363881e-07,
+                1.463550362828589e-07,
+                1.4123539216025922e-07,
+                2.2092376161315588e-07,
+                -2.9421257666669716e-07,
+                1.7028380694169436e-07,
+                -7.623817643177156e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997215438361656,
+                0.9997210922060588,
+                0.9997214681131235,
+                0.999721655854133,
+                0.9997208475841785,
+                0.9997219821124261,
+                0.9997214930298326,
+                0.999721057794131,
+                0.9997217596240401,
+                0.9997225746036739,
+                0.9997210224417119,
+                0.9997227576971818,
+                0.9997229351930221,
+                0.9997215956873193,
+                0.9997211331602884,
+                0.9997230207039172,
+                0.9997217447316874,
+                0.9997210018360171,
+                0.9997222723850343,
+                0.9997221108286501,
+                0.9997214178114493,
+                0.9997217647676936,
+                0.9997224408130486,
+                0.9997228003545515,
+                0.9997209577711167,
+                0.9997232788951946,
+                0.9997216619853025,
+                0.9997205909299596,
+                0.9997219977968902,
+                0.9997221075144335,
+                0.9997206041402685,
+                1.0,
+                0.9997216910380222,
+                0.9997220629734219,
+                0.999722192628859,
+                0.9997216259221229,
+                0.9997236467717389,
+                0.999721912949805,
+                0.9997216048405073,
+                0.9997213735793822,
+                0.9997214679760645,
+                0.9997208302277274,
+                0.9997210543542098,
+                0.9997230984585895,
+                0.9997218857870922,
+                0.9997212960295644,
+                0.9997215938175112,
+                0.9997221985317171,
+                0.999722021899587,
+                0.999721725627861,
+                0.9997220060267005,
+                0.9997218313197827,
+                0.9997214196784353,
+                0.9997219309011688,
+                0.9997206139806237,
+                0.9997218079331756,
+                0.9997220886750577,
+                0.9997214372339108,
+                0.9997213277413262,
+                0.999722450536975,
+                0.9997220499516833,
+                0.9997216929328724
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 62,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 124,
+    "parameters": 71062,
+    "cert_evals": {
+        "36": 0.9224730134010315,
+        "72": 0.9061170816421509,
+        "108": 0.8819103837013245,
+        "255": 0.7327445149421692
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/optical/fold_2/result.json b/UCI_N6/aol/runs/optical/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7fdec54bf85dc119282641ae198504b919411f5
--- /dev/null
+++ b/UCI_N6/aol/runs/optical/fold_2/result.json
@@ -0,0 +1,154 @@
+{
+    "best_epoch": 71,
+    "best_val_acc": 0.9533954727030626,
+    "test_acc": 0.93359375,
+    "train_size": 1797,
+    "val_size": 751,
+    "test_size": 3072,
+    "stats": {
+        "mean": [
+            [
+                1.3856427249732343e-07,
+                3.522537559932238e-07,
+                2.0200333923407371e-07,
+                -2.1090706664453654e-08,
+                9.079577074147025e-07,
+                -3.7840846155241325e-08,
+                1.0016694480800053e-07,
+                -3.839732929460532e-08,
+                -2.052531986360973e-07,
+                5.736227047582848e-07,
+                -5.392877018977476e-07,
+                3.446855866850716e-07,
+                7.471897606570201e-07,
+                6.366165789100185e-08,
+                6.343906503950533e-08,
+                1.6082360320555245e-08,
+                -1.2743461284050804e-07,
+                -1.040734557545233e-06,
+                -8.755926547578072e-07,
+                -3.578185863301285e-07,
+                7.332220366643227e-07,
+                -3.0194769109244466e-07,
+                7.790762325825424e-08,
+                7.345575957029862e-08,
+                -7.23984418536337e-07,
+                9.154145797987881e-07,
+                1.1503060657291822e-06,
+                5.397885364376055e-07,
+                9.892598776549736e-07,
+                1.3388981694693205e-07,
+                -1.4245965993065702e-08,
+                0.0,
+                9.849749597322357e-08,
+                -3.005008345580917e-07,
+                -1.252309404487717e-06,
+                1.1563717317173418e-07,
+                2.612687813142242e-07,
+                -2.1246521999465225e-07,
+                2.181413434127969e-08,
+                2.5598219080391046e-08,
+                8.095715080714013e-07,
+                2.046967167367694e-06,
+                7.488035611850296e-07,
+                -5.36338341615376e-07,
+                2.2593210867774937e-07,
+                1.391208119443866e-09,
+                2.1146353474234786e-09,
+                -9.627156351675032e-08,
+                7.974401797152621e-08,
+                -4.3405676095586467e-07,
+                4.762938228768179e-07,
+                -1.1801335560497857e-06,
+                -1.2314969337031567e-07,
+                -1.9309961105232408e-07,
+                -3.3611575048358445e-08,
+                2.036727886363881e-07,
+                1.463550362828589e-07,
+                1.4123539216025922e-07,
+                2.2092376161315588e-07,
+                -2.9421257666669716e-07,
+                1.7028380694169436e-07,
+                -7.623817643177156e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997215438361656,
+                0.9997210922060588,
+                0.9997214681131235,
+                0.999721655854133,
+                0.9997208475841785,
+                0.9997219821124261,
+                0.9997214930298326,
+                0.999721057794131,
+                0.9997217596240401,
+                0.9997225746036739,
+                0.9997210224417119,
+                0.9997227576971818,
+                0.9997229351930221,
+                0.9997215956873193,
+                0.9997211331602884,
+                0.9997230207039172,
+                0.9997217447316874,
+                0.9997210018360171,
+                0.9997222723850343,
+                0.9997221108286501,
+                0.9997214178114493,
+                0.9997217647676936,
+                0.9997224408130486,
+                0.9997228003545515,
+                0.9997209577711167,
+                0.9997232788951946,
+                0.9997216619853025,
+                0.9997205909299596,
+                0.9997219977968902,
+                0.9997221075144335,
+                0.9997206041402685,
+                1.0,
+                0.9997216910380222,
+                0.9997220629734219,
+                0.999722192628859,
+                0.9997216259221229,
+                0.9997236467717389,
+                0.999721912949805,
+                0.9997216048405073,
+                0.9997213735793822,
+                0.9997214679760645,
+                0.9997208302277274,
+                0.9997210543542098,
+                0.9997230984585895,
+                0.9997218857870922,
+                0.9997212960295644,
+                0.9997215938175112,
+                0.9997221985317171,
+                0.999722021899587,
+                0.999721725627861,
+                0.9997220060267005,
+                0.9997218313197827,
+                0.9997214196784353,
+                0.9997219309011688,
+                0.9997206139806237,
+                0.9997218079331756,
+                0.9997220886750577,
+                0.9997214372339108,
+                0.9997213277413262,
+                0.999722450536975,
+                0.9997220499516833,
+                0.9997216929328724
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 62,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 124,
+    "parameters": 71062,
+    "cert_evals": {
+        "36": 0.9137369990348816,
+        "72": 0.8919271230697632,
+        "108": 0.8678385615348816,
+        "255": 0.7125651240348816
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/optical/fold_3/result.json b/UCI_N6/aol/runs/optical/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bce0859d22dceb16196a118306458693251a479f
--- /dev/null
+++ b/UCI_N6/aol/runs/optical/fold_3/result.json
@@ -0,0 +1,154 @@
+{
+    "best_epoch": 64,
+    "best_val_acc": 0.9401360544217687,
+    "test_acc": 0.9439766839378239,
+    "train_size": 1797,
+    "val_size": 735,
+    "test_size": 3088,
+    "stats": {
+        "mean": [
+            [
+                1.3856427249732343e-07,
+                3.522537559932238e-07,
+                2.0200333923407371e-07,
+                -2.1090706664453654e-08,
+                9.079577074147025e-07,
+                -3.7840846155241325e-08,
+                1.0016694480800053e-07,
+                -3.839732929460532e-08,
+                -2.052531986360973e-07,
+                5.736227047582848e-07,
+                -5.392877018977476e-07,
+                3.446855866850716e-07,
+                7.471897606570201e-07,
+                6.366165789100185e-08,
+                6.343906503950533e-08,
+                1.6082360320555245e-08,
+                -1.2743461284050804e-07,
+                -1.040734557545233e-06,
+                -8.755926547578072e-07,
+                -3.578185863301285e-07,
+                7.332220366643227e-07,
+                -3.0194769109244466e-07,
+                7.790762325825424e-08,
+                7.345575957029862e-08,
+                -7.23984418536337e-07,
+                9.154145797987881e-07,
+                1.1503060657291822e-06,
+                5.397885364376055e-07,
+                9.892598776549736e-07,
+                1.3388981694693205e-07,
+                -1.4245965993065702e-08,
+                0.0,
+                9.849749597322357e-08,
+                -3.005008345580917e-07,
+                -1.252309404487717e-06,
+                1.1563717317173418e-07,
+                2.612687813142242e-07,
+                -2.1246521999465225e-07,
+                2.181413434127969e-08,
+                2.5598219080391046e-08,
+                8.095715080714013e-07,
+                2.046967167367694e-06,
+                7.488035611850296e-07,
+                -5.36338341615376e-07,
+                2.2593210867774937e-07,
+                1.391208119443866e-09,
+                2.1146353474234786e-09,
+                -9.627156351675032e-08,
+                7.974401797152621e-08,
+                -4.3405676095586467e-07,
+                4.762938228768179e-07,
+                -1.1801335560497857e-06,
+                -1.2314969337031567e-07,
+                -1.9309961105232408e-07,
+                -3.3611575048358445e-08,
+                2.036727886363881e-07,
+                1.463550362828589e-07,
+                1.4123539216025922e-07,
+                2.2092376161315588e-07,
+                -2.9421257666669716e-07,
+                1.7028380694169436e-07,
+                -7.623817643177156e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997215438361656,
+                0.9997210922060588,
+                0.9997214681131235,
+                0.999721655854133,
+                0.9997208475841785,
+                0.9997219821124261,
+                0.9997214930298326,
+                0.999721057794131,
+                0.9997217596240401,
+                0.9997225746036739,
+                0.9997210224417119,
+                0.9997227576971818,
+                0.9997229351930221,
+                0.9997215956873193,
+                0.9997211331602884,
+                0.9997230207039172,
+                0.9997217447316874,
+                0.9997210018360171,
+                0.9997222723850343,
+                0.9997221108286501,
+                0.9997214178114493,
+                0.9997217647676936,
+                0.9997224408130486,
+                0.9997228003545515,
+                0.9997209577711167,
+                0.9997232788951946,
+                0.9997216619853025,
+                0.9997205909299596,
+                0.9997219977968902,
+                0.9997221075144335,
+                0.9997206041402685,
+                1.0,
+                0.9997216910380222,
+                0.9997220629734219,
+                0.999722192628859,
+                0.9997216259221229,
+                0.9997236467717389,
+                0.999721912949805,
+                0.9997216048405073,
+                0.9997213735793822,
+                0.9997214679760645,
+                0.9997208302277274,
+                0.9997210543542098,
+                0.9997230984585895,
+                0.9997218857870922,
+                0.9997212960295644,
+                0.9997215938175112,
+                0.9997221985317171,
+                0.999722021899587,
+                0.999721725627861,
+                0.9997220060267005,
+                0.9997218313197827,
+                0.9997214196784353,
+                0.9997219309011688,
+                0.9997206139806237,
+                0.9997218079331756,
+                0.9997220886750577,
+                0.9997214372339108,
+                0.9997213277413262,
+                0.999722450536975,
+                0.9997220499516833,
+                0.9997216929328724
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 62,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 124,
+    "parameters": 71062,
+    "cert_evals": {
+        "36": 0.9274610877037048,
+        "72": 0.9044688940048218,
+        "108": 0.8775906562805176,
+        "255": 0.7263600826263428
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ozone/fold_0/result.json b/UCI_N6/aol/runs/ozone/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf4ab75124dbef2803aa2c8aee47078e0e0df426
--- /dev/null
+++ b/UCI_N6/aol/runs/ozone/fold_0/result.json
@@ -0,0 +1,174 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.9805013927576601,
+    "test_acc": 0.9688917692806222,
+    "train_size": 634,
+    "val_size": 359,
+    "test_size": 1543,
+    "stats": {
+        "mean": [
+            [
+                -0.003832208201892918,
+                -0.005418530378548824,
+                -0.010179585331230298,
+                -0.007282815457413272,
+                -0.012684214511040823,
+                -0.016161820820189455,
+                0.002799892586751031,
+                0.0019220082018927972,
+                -0.018512049842271346,
+                0.005907482334384807,
+                -0.007494815457413195,
+                -0.025883145425867744,
+                -0.03184079188958992,
+                -0.019569813880126137,
+                -0.027278735331230344,
+                -0.03046446009463729,
+                -0.011907895583595755,
+                -0.007346252618296485,
+                -0.02668136640378576,
+                -0.06587051593059931,
+                -0.049409756782334495,
+                -0.07125564747634061,
+                -0.0656345313880127,
+                -0.07421817728706603,
+                -0.009998679968454185,
+                -0.0262489938485801,
+                -0.021923096214510832,
+                -0.0190336230283913,
+                -0.018218104037854982,
+                -0.016821850378548945,
+                -0.020884196703469835,
+                -0.020929776435331872,
+                -0.021766428958990638,
+                -0.02181745849999988,
+                -0.020616926908517234,
+                -0.02164594619873821,
+                -0.027880692514195553,
+                -0.03721009403785469,
+                -0.03371047791798095,
+                -0.0357276862940851,
+                -0.03981797839116743,
+                -0.04135431316246058,
+                -0.0396969034069403,
+                -0.04041245388012638,
+                -0.03959258725552049,
+                -0.035369640788643436,
+                -0.0329854148107256,
+                -0.037678351135646625,
+                -0.029864726656151485,
+                -0.030806835126182992,
+                -0.03040135176656141,
+                -0.02955822337539437,
+                -0.0004082835646687658,
+                0.03179852176656152,
+                -0.030195180984227132,
+                -0.04001496272870659,
+                0.026779878261829634,
+                -0.004116586119873863,
+                -0.0023215491955836005,
+                -0.024096858706624612,
+                -0.03674826619400633,
+                0.02543307507728708,
+                -0.005538621608832797,
+                0.01184614798107252,
+                -0.02897714377507889,
+                -0.008931562263406941,
+                0.023499008943217683,
+                0.017402507271293364,
+                0.0359555768138801,
+                0.023836606309148266,
+                -0.0014779406940063293,
+                -0.008649845488958915
+            ]
+        ],
+        "std": [
+            [
+                1.0253346653541646,
+                0.9970790367473195,
+                1.0038692152439912,
+                0.9938232451774182,
+                0.9892173701948798,
+                0.9911118430754786,
+                1.017791120532591,
+                0.9932864022974621,
+                0.9902464436046423,
+                1.000185178231482,
+                1.0011696264611658,
+                0.986480392675615,
+                0.9730802318969383,
+                0.9778181923701852,
+                0.9836970027189096,
+                0.9750118443336364,
+                0.9792780834573579,
+                0.9880149185292257,
+                0.9781480670848659,
+                0.9690310973910427,
+                0.9891508690776625,
+                0.9800473244857659,
+                0.9719895753152141,
+                0.9862159945987059,
+                1.000643505337353,
+                0.98774444392728,
+                1.0016087509397211,
+                0.9981176722651791,
+                0.9943416662612424,
+                0.9911189659544083,
+                0.9910342795958328,
+                0.9946798944092399,
+                0.9963025407021763,
+                0.9986420543916559,
+                1.0050901822096001,
+                1.006920701444179,
+                1.0106377164264517,
+                1.0193709910492683,
+                1.0139900979553602,
+                1.0114902226706495,
+                1.0154408973720759,
+                1.0202202440190384,
+                1.0187333506565903,
+                1.0188947379912598,
+                1.0238829760328585,
+                1.0216807530782095,
+                1.0172760501580516,
+                1.019296401406438,
+                1.0121202260566657,
+                1.0092598657183676,
+                1.0163059965288948,
+                1.0075443434312203,
+                0.9544054418118135,
+                0.959178459050877,
+                0.9653248526530249,
+                0.9812633263036802,
+                0.9443343196371533,
+                0.9785419366403552,
+                0.9938503050835839,
+                0.9399729974257295,
+                1.0017571374847212,
+                0.9409064434936084,
+                0.9699516997787144,
+                1.0227411928766736,
+                0.9603064531854989,
+                0.9989953512934372,
+                0.9473740110075154,
+                0.9448230205985104,
+                0.9456688250252197,
+                0.942484207617471,
+                1.0193030273935935,
+                0.9279161878664934
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 72,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 144,
+    "parameters": 94322,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ozone/fold_1/result.json b/UCI_N6/aol/runs/ozone/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..106b93b92c1bdffe570e59ff924820e078b12c65
--- /dev/null
+++ b/UCI_N6/aol/runs/ozone/fold_1/result.json
@@ -0,0 +1,174 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.8833746898263027,
+    "test_acc": 0.904603068712475,
+    "train_size": 634,
+    "val_size": 403,
+    "test_size": 1499,
+    "stats": {
+        "mean": [
+            [
+                0.03792215394321758,
+                0.05303702501577294,
+                0.055938417665614755,
+                0.045617302050472784,
+                0.021353089905362888,
+                0.020145928075709717,
+                0.0154306208201896,
+                0.022261120504731842,
+                0.020515404258675263,
+                -0.006392122712933948,
+                -0.018915373501577255,
+                -0.01732013391167209,
+                -0.017668103968454255,
+                -0.006586070347003194,
+                -0.016273178391167133,
+                -0.009117565772870817,
+                -0.006092351104100761,
+                -0.004906137602523564,
+                -0.015032467823343948,
+                -0.009775977760252257,
+                -0.0028146921135643894,
+                -0.014031686908517228,
+                -0.025870736750788572,
+                -0.018697430914826393,
+                0.012961191798107244,
+                0.01047141529968471,
+                0.018777906104101107,
+                0.026551687539432215,
+                0.020844408675078762,
+                0.023819117413249064,
+                0.023811730189274537,
+                0.019894168675078563,
+                0.021038747192428944,
+                0.02314655241798127,
+                0.028341015741325026,
+                0.024617651403785426,
+                0.01178393461514206,
+                0.014336364637223941,
+                0.016739142365930756,
+                0.012312654178627935,
+                0.028485125615141934,
+                0.019114635623028217,
+                0.013634379747634108,
+                0.008062478817034518,
+                0.009352700126182908,
+                0.012544397728706748,
+                0.01817721485804401,
+                0.017917969968454316,
+                0.021168408769716013,
+                0.023414116261829713,
+                0.014830201829653165,
+                0.02222035735015768,
+                0.026335983533123025,
+                0.0094259924290221,
+                -0.007603148958990523,
+                0.0009938357413249734,
+                0.005802570088328026,
+                0.026215337223974716,
+                0.038780452492113614,
+                -0.022953927902208182,
+                0.031207762034700385,
+                0.017113763779179843,
+                0.04147194542586757,
+                0.04368782463722394,
+                0.01750911003659304,
+                0.03434608705047321,
+                0.009342367476340697,
+                0.024773590962145133,
+                0.004409446561514154,
+                0.005585798107255572,
+                0.00011378753943216802,
+                0.0765020130757091
+            ]
+        ],
+        "std": [
+            [
+                1.03736363563334,
+                1.041421531442326,
+                1.0267865270755487,
+                1.0121442820993367,
+                1.008293110256913,
+                1.01873498921806,
+                1.0118066495461369,
+                0.982292246248336,
+                0.979405861495792,
+                0.9688780031821314,
+                0.9652773998745313,
+                0.9694491321671315,
+                0.9531773775158731,
+                0.9580862657893832,
+                0.9577664681306315,
+                0.9623544801742809,
+                0.975601277571152,
+                0.9832052078314656,
+                0.990296487656043,
+                0.9755842570008628,
+                0.9865540245890023,
+                0.962851713833088,
+                0.9566628208998662,
+                0.9468020657890054,
+                0.9742316163334963,
+                0.9645422392473766,
+                1.0027685912228592,
+                0.9966208972539959,
+                0.999182931601029,
+                0.9948819423856855,
+                0.9946336959149308,
+                0.994301681069435,
+                0.9956026583826234,
+                0.9930511866663474,
+                0.9890478651750041,
+                0.994199597668802,
+                1.0023859350650413,
+                1.000426145687874,
+                1.0003652424842289,
+                1.0064232470420955,
+                0.9992643537317858,
+                1.005945961042932,
+                1.0059460570896996,
+                1.0088514720728148,
+                1.0098664378887052,
+                1.0086576841526969,
+                1.0071224688030078,
+                1.0065893694520875,
+                1.003072381839363,
+                1.0009275382343648,
+                1.0031288456338048,
+                1.001641400063109,
+                0.9717690232361939,
+                0.9645442990237298,
+                1.0599901264777962,
+                0.9668729591901228,
+                0.9848003020040621,
+                0.9858228202928896,
+                0.9910100230003203,
+                1.033854568614186,
+                1.023206024569695,
+                0.9609138694597942,
+                0.9763937113178477,
+                1.0499365812704335,
+                1.002074911190731,
+                1.0401611909032527,
+                0.9829420247883154,
+                0.9775076034950193,
+                0.9858571161451036,
+                0.98438894199897,
+                0.9570620772827372,
+                1.2319088901760018
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 72,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 144,
+    "parameters": 94322,
+    "cert_evals": {
+        "36": 0.8772515058517456,
+        "72": 0.8505670428276062,
+        "108": 0.8225483894348145,
+        "255": 0.7004669904708862
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ozone/fold_2/result.json b/UCI_N6/aol/runs/ozone/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce6611f09ef78b8801c91534f145601324156a74
--- /dev/null
+++ b/UCI_N6/aol/runs/ozone/fold_2/result.json
@@ -0,0 +1,174 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.8929503916449086,
+    "test_acc": 0.9058591178406846,
+    "train_size": 634,
+    "val_size": 383,
+    "test_size": 1519,
+    "stats": {
+        "mean": [
+            [
+                -0.026519395110410078,
+                -0.020519656719242864,
+                -0.03856912839116702,
+                -0.016610770662460427,
+                -0.02360172176656157,
+                -0.0062361091482649456,
+                0.006315673186120061,
+                0.008122894006309216,
+                0.019828661829653038,
+                0.023493720820189235,
+                0.028398340063091426,
+                0.037658466246056704,
+                0.03720359796845454,
+                0.01712326940063089,
+                0.010629502208201842,
+                0.016920019873816996,
+                0.004836936277602788,
+                0.008885449716088383,
+                0.004271558517350052,
+                -0.013732781230283674,
+                -0.003293864984227115,
+                -0.0059959652996845044,
+                0.02009481703470032,
+                0.012495374763406907,
+                0.026107515615142074,
+                0.0048866673501578506,
+                -7.10347318611639e-05,
+                0.004620787066245969,
+                0.006923117208201871,
+                0.007044452050473267,
+                0.0017660842902208816,
+                0.0005843353627757844,
+                0.0024381367823343115,
+                0.01260079149999998,
+                0.027790525930599275,
+                0.03580574296529951,
+                0.044962928378549,
+                0.03849109044164033,
+                0.031017723895899216,
+                0.014714712648895947,
+                0.020249673911671977,
+                0.01992396563091474,
+                0.00854246886435317,
+                0.010404890378548888,
+                0.0019442098422712223,
+                -0.005629299589905388,
+                0.0006738145583594855,
+                -0.006554089621451123,
+                -0.0014963604731860216,
+                -0.004724123485804328,
+                0.03185038192429032,
+                0.017040701072555207,
+                -0.016917529684542604,
+                -0.01635350962145107,
+                0.03180636989905358,
+                -0.028097102381703456,
+                -0.02487774311041013,
+                -0.024357788801261843,
+                0.010347320820189253,
+                0.023048282129337568,
+                -0.0404586584542587,
+                -0.01956875883911673,
+                -0.015517057255520493,
+                -0.042936753533123054,
+                0.016056352455205057,
+                0.0006885119637224163,
+                -0.017713837870662472,
+                0.00866661981072551,
+                -0.011936950630914838,
+                -0.019579047318612028,
+                0.010573428391167213,
+                0.013769920457413393
+            ]
+        ],
+        "std": [
+            [
+                0.9824246191960648,
+                0.9460660479955723,
+                0.9414137117810848,
+                0.9563951332641849,
+                0.9542747430368088,
+                0.9649020128187702,
+                0.9480302958839442,
+                0.9695925595005404,
+                0.9508962724118688,
+                0.9324002792481486,
+                0.9491098110835717,
+                0.9593993759599093,
+                0.9708845814409902,
+                0.9746076150662417,
+                0.9730830926818287,
+                0.9705828418121233,
+                0.9678944356517812,
+                0.9787918055436075,
+                0.9871395323030632,
+                0.988799836722974,
+                1.0088712263265718,
+                1.027651048121395,
+                1.0110542737448385,
+                1.014655075557104,
+                0.9527254870773569,
+                0.9499284788193443,
+                0.9739892346448356,
+                0.9717415422572252,
+                0.9710591664892269,
+                0.9720523397095961,
+                0.9743931633453154,
+                0.9750560919142672,
+                0.9732640281425894,
+                0.9694138817789562,
+                0.9591766148620566,
+                0.9523484366096532,
+                0.9426339173138096,
+                0.9489336834494043,
+                0.9510992266164007,
+                0.9608960530293392,
+                0.9501293475748765,
+                0.950793971802449,
+                0.9575052033489578,
+                0.9516958236697296,
+                0.9607004557781494,
+                0.9650164347980471,
+                0.9627072697949259,
+                0.9664615907966804,
+                0.9637912770104232,
+                0.9634717474587103,
+                0.9445789095634398,
+                0.9512185629902784,
+                0.9929982903986023,
+                0.9911801208163777,
+                1.0345096377862717,
+                1.015804013333407,
+                1.0429149112118707,
+                0.9641031908608965,
+                0.9736098232781243,
+                0.9944177175712005,
+                1.0241007437497402,
+                1.0365807493549954,
+                0.9939798656902995,
+                0.9703197880729728,
+                0.9618026775337026,
+                1.0327802384943932,
+                1.0325597261783583,
+                0.978275118853774,
+                1.0112531906719258,
+                1.0439400654735873,
+                1.021812320404611,
+                1.0812409348018392
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 72,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 144,
+    "parameters": 94322,
+    "cert_evals": {
+        "36": 0.8834759593009949,
+        "72": 0.8518761992454529,
+        "108": 0.8229097723960876,
+        "255": 0.7030941247940063
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ozone/fold_3/result.json b/UCI_N6/aol/runs/ozone/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1a95c8555401832d90ee97022f8aff4ece765d5
--- /dev/null
+++ b/UCI_N6/aol/runs/ozone/fold_3/result.json
@@ -0,0 +1,174 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.9705159705159705,
+    "test_acc": 0.9712374581939799,
+    "train_size": 634,
+    "val_size": 407,
+    "test_size": 1495,
+    "stats": {
+        "mean": [
+            [
+                0.0414219129337539,
+                0.04560815454258686,
+                0.034397147160883365,
+                0.020956117823343955,
+                0.024564269400630924,
+                0.0005553069400630991,
+                0.016602504416403943,
+                0.0062627359621451415,
+                -0.0031757522082018035,
+                -0.013944516088328245,
+                0.0037218815457413378,
+                -0.020531244637224017,
+                -0.012975684929022045,
+                -0.015335962460567969,
+                0.0022576992113565006,
+                0.01988752665615142,
+                0.025492129968454638,
+                0.02310144264984224,
+                0.03577952003154558,
+                0.03828845977918,
+                0.04090566182965307,
+                0.016406487381703586,
+                0.032255133596214486,
+                0.055611245425867664,
+                0.025829820504732027,
+                0.017592141324921318,
+                0.08482513250788633,
+                0.08251534022082004,
+                0.0806660400000002,
+                0.0797597929968453,
+                0.07844461148265003,
+                0.07577048630914786,
+                0.07816740391167189,
+                0.07698375904258688,
+                0.07839980914826507,
+                0.07030392544164019,
+                0.07335677605520505,
+                0.07059885154574139,
+                0.05749520764984241,
+                0.05839240802768149,
+                0.04884538044164021,
+                0.057599388186119704,
+                0.06056710167192429,
+                0.05068962059936886,
+                0.04918662220820182,
+                0.05663887050473197,
+                0.052981187223974706,
+                0.05271488757097796,
+                0.05998731700315455,
+                0.058964341198738154,
+                0.062026943990536335,
+                0.06406211694006311,
+                0.04476776665615138,
+                0.04366600899053627,
+                0.0071440257350158225,
+                0.01720357881703467,
+                0.02547216375078862,
+                0.03767682965299683,
+                0.005417277176656162,
+                -0.021366308296529912,
+                0.014681808124605667,
+                0.02665934194006316,
+                0.0029629283911672116,
+                0.04136874888012618,
+                -0.03195372262365931,
+                0.02910725921924289,
+                0.04066335638801264,
+                0.040631754242902225,
+                0.0663199716719243,
+                0.022615533123028518,
+                -0.003297019858044126,
+                0.04436952356466899
+            ]
+        ],
+        "std": [
+            [
+                1.0105987107179513,
+                1.0154217840142559,
+                1.0127704333239322,
+                1.0250915526181619,
+                1.0277899782078663,
+                0.982162687271895,
+                1.0035414511934382,
+                0.9904593990260483,
+                0.9663940188769403,
+                0.9541638919218064,
+                0.9616077277788638,
+                0.9585349634260687,
+                0.9525169153591942,
+                0.9428065740578456,
+                0.9687530001209573,
+                0.9662943308105892,
+                0.9592234004298692,
+                0.979716475995095,
+                0.9819854494212729,
+                0.9839277847661497,
+                1.002027685561712,
+                0.9811382213240143,
+                0.9801878541507797,
+                0.9886132720669727,
+                0.9572863825752432,
+                0.9684473114507368,
+                0.9458197712036189,
+                0.9493043352225052,
+                0.9536886787314945,
+                0.9542388565417081,
+                0.9568724214982696,
+                0.9604182963982565,
+                0.9628743223078909,
+                0.969739870388791,
+                0.9658420669879488,
+                0.9663588514066725,
+                0.9591914227782425,
+                0.9566142593514982,
+                0.9604271978550112,
+                0.9572841356250656,
+                0.9637592188968211,
+                0.9567941828689348,
+                0.9518409084669301,
+                0.9583057006169418,
+                0.9626024487496594,
+                0.9611581570635215,
+                0.9675755641595767,
+                0.9693064339918899,
+                0.9677848038214554,
+                0.9725856655911815,
+                0.9492806747367527,
+                0.9580864580842854,
+                0.9617728581830496,
+                0.987791465119004,
+                0.96105048335759,
+                0.9739101949627368,
+                0.9441015562727774,
+                0.9653034478263104,
+                0.988889321396684,
+                0.9934946660414279,
+                1.0125052771005791,
+                0.9411383407966065,
+                0.9598305998600601,
+                0.9901272334268524,
+                0.9825753191497685,
+                1.0224810066711563,
+                0.9107176652738894,
+                0.9977469943360354,
+                0.9461613310736207,
+                0.942256538790349,
+                0.9681623758458049,
+                1.1107317714437548
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 72,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 144,
+    "parameters": 94322,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/page-blocks/fold_0/result.json b/UCI_N6/aol/runs/page-blocks/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4856b0a5b3ee2c296a95cc53b394f111c151a4c6
--- /dev/null
+++ b/UCI_N6/aol/runs/page-blocks/fold_0/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 46,
+    "best_val_acc": 0.9111389236545682,
+    "test_acc": 0.9007864488808227,
+    "train_size": 1368,
+    "val_size": 799,
+    "test_size": 3306,
+    "stats": {
+        "mean": [
+            [
+                -0.02785030869883066,
+                0.04220508005847926,
+                -0.007799578223684104,
+                0.04507938606725141,
+                -0.024484079290935535,
+                -0.03854930415204675,
+                -0.004306797478947405,
+                -0.009848768527412267,
+                -0.005646618040935423,
+                0.010106594495613968
+            ]
+        ],
+        "std": [
+            [
+                0.6361019181556973,
+                1.034803136362929,
+                0.6754786444860511,
+                1.1067239881887005,
+                1.0243975057691477,
+                1.0203050705017325,
+                0.32326730885545285,
+                0.9042709629040901,
+                0.8768058573970098,
+                0.9187092587310937
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 2005,
+    "cert_evals": {
+        "36": 0.8454325199127197,
+        "72": 0.742286741733551,
+        "108": 0.49818509817123413,
+        "255": 0.013914095237851143
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/page-blocks/fold_1/result.json b/UCI_N6/aol/runs/page-blocks/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f84a57062649b15e465d4cfde16791482a660bc2
--- /dev/null
+++ b/UCI_N6/aol/runs/page-blocks/fold_1/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 75,
+    "best_val_acc": 0.8803418803418803,
+    "test_acc": 0.8758368837492392,
+    "train_size": 1368,
+    "val_size": 819,
+    "test_size": 3286,
+    "stats": {
+        "mean": [
+            [
+                0.043781880409356606,
+                0.01711256745614031,
+                0.027425312120614106,
+                0.01732590579239761,
+                -0.023061163435672452,
+                -0.011174710704678221,
+                -0.011325527935818777,
+                -0.0035091932039473506,
+                0.004744587522660881,
+                0.021409590767543677
+            ]
+        ],
+        "std": [
+            [
+                1.551216006661219,
+                1.0143372028076796,
+                1.2187084249301219,
+                1.0297549624764555,
+                1.0122460594399296,
+                0.9983403928938066,
+                0.28158791437027286,
+                0.9526865887702041,
+                0.9742767406980914,
+                1.066875823567642
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 2005,
+    "cert_evals": {
+        "36": 0.8073645234107971,
+        "72": 0.7288496494293213,
+        "108": 0.6016433238983154,
+        "255": 0.05173463001847267
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/page-blocks/fold_2/result.json b/UCI_N6/aol/runs/page-blocks/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9526ee6f4553e5846b94342dbd06df5427c863f3
--- /dev/null
+++ b/UCI_N6/aol/runs/page-blocks/fold_2/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 79,
+    "best_val_acc": 0.8506731946144431,
+    "test_acc": 0.8625304136253041,
+    "train_size": 1368,
+    "val_size": 817,
+    "test_size": 3288,
+    "stats": {
+        "mean": [
+            [
+                0.015907781140350814,
+                -0.002226113421052676,
+                0.00912776447295319,
+                -0.002154920991959126,
+                0.0031836314985380356,
+                0.010374599444444719,
+                0.033316965369883045,
+                0.009327557160087575,
+                0.000891657419590793,
+                0.006515192383040968
+            ]
+        ],
+        "std": [
+            [
+                1.3819579471500247,
+                1.004275883692728,
+                1.095413957795245,
+                0.9803011522566464,
+                1.02223461206074,
+                1.0167467029099182,
+                1.9464523444956574,
+                1.0297533577214233,
+                0.9946199232832146,
+                1.0446888834153083
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 2005,
+    "cert_evals": {
+        "36": 0.8083941340446472,
+        "72": 0.731447696685791,
+        "108": 0.6125304102897644,
+        "255": 0.04622871056199074
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/page-blocks/fold_3/result.json b/UCI_N6/aol/runs/page-blocks/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..af95d78382c165b0e4f5bcd37d3d63996b01cd3f
--- /dev/null
+++ b/UCI_N6/aol/runs/page-blocks/fold_3/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 87,
+    "best_val_acc": 0.8421686746987952,
+    "test_acc": 0.8583206106870229,
+    "train_size": 1368,
+    "val_size": 830,
+    "test_size": 3275,
+    "stats": {
+        "mean": [
+            [
+                -0.022221515862573354,
+                0.012958097207602326,
+                -0.023529265928362474,
+                0.036208808418859734,
+                -0.027518972836257316,
+                -0.013723225687134319,
+                -0.012668056071783647,
+                -0.009748616040204477,
+                -0.011955442258771813,
+                -0.013552336834795524
+            ]
+        ],
+        "std": [
+            [
+                0.6475896046566302,
+                1.0059677646780396,
+                0.5107302397945517,
+                1.1498688572629936,
+                0.9979365341699833,
+                1.013315424044995,
+                0.29978287731614,
+                0.8399280364800779,
+                0.8321768138579335,
+                0.8892475036231946
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 2005,
+    "cert_evals": {
+        "36": 0.7465648651123047,
+        "72": 0.5453435182571411,
+        "108": 0.25251907110214233,
+        "255": 0.021679388359189034
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/parkinsons/fold_0/result.json b/UCI_N6/aol/runs/parkinsons/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..477a78ab6617830e38756c824aaef524d3d7bfbe
--- /dev/null
+++ b/UCI_N6/aol/runs/parkinsons/fold_0/result.json
@@ -0,0 +1,74 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.84375,
+    "test_acc": 0.8070175438596491,
+    "train_size": 49,
+    "val_size": 32,
+    "test_size": 114,
+    "stats": {
+        "mean": [
+            [
+                -0.15177435102040818,
+                -0.14490747816326535,
+                -0.02793487336734694,
+                0.07550721530612242,
+                0.16469232653061222,
+                0.06000429387755099,
+                0.057462867346938805,
+                0.05978606938775514,
+                0.05105301632653058,
+                0.04845383877551018,
+                0.07840458979591836,
+                0.035619136734693836,
+                -0.02313697142857144,
+                0.07845370204081635,
+                0.05081704489795923,
+                -0.05448034285714283,
+                0.09286327571428574,
+                0.11816354897959186,
+                0.08590491632653065,
+                -0.06924810548979589,
+                -0.02065583061224492,
+                0.08162519999999998
+            ]
+        ],
+        "std": [
+            [
+                1.0613261678715187,
+                0.9389798332809319,
+                1.0498853015314364,
+                1.028178025788432,
+                1.1302871347577632,
+                1.053868521125123,
+                0.9140732841638698,
+                1.0539995649510843,
+                0.9323130971496129,
+                0.9120908163855437,
+                0.965768008718649,
+                0.9229613584450868,
+                0.7749770294180661,
+                0.9658059844041067,
+                1.1469052270870694,
+                0.9026558165061398,
+                0.9439418569560901,
+                1.0717521728726727,
+                0.9888476097381187,
+                0.9175952788801556,
+                0.8884377062114949,
+                1.0021764187683884
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 22,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 44,
+    "parameters": 9022,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/parkinsons/fold_1/result.json b/UCI_N6/aol/runs/parkinsons/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ff70ced66499a21d2e8d7bf59b8a94cb46e4a30
--- /dev/null
+++ b/UCI_N6/aol/runs/parkinsons/fold_1/result.json
@@ -0,0 +1,74 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.896551724137931,
+    "test_acc": 0.7777777777777778,
+    "train_size": 49,
+    "val_size": 29,
+    "test_size": 117,
+    "stats": {
+        "mean": [
+            [
+                -0.027148382244897965,
+                0.009347322448979607,
+                0.0018427693877550925,
+                0.009376194897959197,
+                0.0498221836734694,
+                0.012418432040816317,
+                0.0059797006122448695,
+                0.012543908367346951,
+                -0.037508161224489786,
+                -0.0405606224489796,
+                -0.048066938775510194,
+                -0.07178797142857142,
+                -0.03155485102040816,
+                -0.048018842857142856,
+                0.02719700816326529,
+                -0.008239085714285705,
+                -0.010052408163265357,
+                -0.025077353061224498,
+                0.0272707673469388,
+                -0.04564295242857147,
+                -0.07848456122448978,
+                0.03751739387755105
+            ]
+        ],
+        "std": [
+            [
+                1.0246326141739506,
+                1.0196404637451633,
+                1.0987023554811475,
+                0.9900334582522926,
+                1.068799641609979,
+                1.0047499589980544,
+                0.9252408702230309,
+                1.0047829572179607,
+                0.8748456565149585,
+                0.8600654939521702,
+                0.9166784846917336,
+                0.7849483256776274,
+                0.7558279428458922,
+                0.9166869983641067,
+                1.0291603272025247,
+                0.9397974037578619,
+                0.9834737083640328,
+                1.0844660729168245,
+                0.9811741510034482,
+                0.945229122764763,
+                1.1321558581479092,
+                0.9828216273953867
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 22,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 44,
+    "parameters": 9022,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/parkinsons/fold_2/result.json b/UCI_N6/aol/runs/parkinsons/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..20e2b75648705d7c24ef3133290171db568f4c50
--- /dev/null
+++ b/UCI_N6/aol/runs/parkinsons/fold_2/result.json
@@ -0,0 +1,74 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.9032258064516129,
+    "test_acc": 0.8347826086956521,
+    "train_size": 49,
+    "val_size": 31,
+    "test_size": 115,
+    "stats": {
+        "mean": [
+            [
+                0.027074289795918385,
+                0.06335899489795922,
+                -0.141163173367347,
+                0.006597857142857159,
+                -0.010543326530612232,
+                0.019088730000000016,
+                -0.0031925448979591826,
+                0.019260090000000007,
+                0.03507935306122449,
+                0.04217078775510203,
+                0.050042397959183714,
+                0.022464604081632724,
+                0.007354644897959173,
+                0.050004783673469354,
+                0.0323217163265306,
+                -0.009419553061224523,
+                0.06361398795918367,
+                -0.10837456326530606,
+                -0.07562777959183671,
+                0.0783767696122449,
+                0.07697315102040819,
+                -0.0768896448979592
+            ]
+        ],
+        "std": [
+            [
+                1.0021709858608663,
+                1.036472332412846,
+                0.8511547041931776,
+                1.153319334760644,
+                1.1400090214649552,
+                1.1856512484533104,
+                1.109926186807537,
+                1.1857461665406257,
+                1.0993883359109478,
+                1.0989049029267082,
+                1.1281831752622162,
+                1.0778885202444342,
+                1.0368342393804297,
+                1.1281482640713403,
+                1.212987846980958,
+                1.0961601956507685,
+                0.9410222006090059,
+                0.9631862850066165,
+                0.9241843695124426,
+                0.8888983110215023,
+                0.9670994638815306,
+                0.9437743892758995
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 22,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 44,
+    "parameters": 9022,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/parkinsons/fold_3/result.json b/UCI_N6/aol/runs/parkinsons/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbdb78537094dbfbcd080e71686d4d82569bc1a3
--- /dev/null
+++ b/UCI_N6/aol/runs/parkinsons/fold_3/result.json
@@ -0,0 +1,74 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7272727272727273,
+    "test_acc": 0.7610619469026548,
+    "train_size": 49,
+    "val_size": 33,
+    "test_size": 113,
+    "stats": {
+        "mean": [
+            [
+                -0.017151697959183657,
+                -0.08282589622448981,
+                -0.03878951020408162,
+                -0.05014604183673472,
+                -0.00995732653061224,
+                -0.010962025102040794,
+                -0.07701460816326532,
+                -0.01092796510204078,
+                -0.18647080816326533,
+                -0.18633531836734696,
+                -0.14844791836734691,
+                -0.22856991510204083,
+                -0.237482206122449,
+                -0.14839450816326533,
+                -0.02768821020408163,
+                0.14269979897959184,
+                -0.18449186244897958,
+                0.04748424285714288,
+                -0.13693871632653068,
+                -0.31049158099999996,
+                -0.18406532040816326,
+                -0.15638604489795918
+            ]
+        ],
+        "std": [
+            [
+                1.0058346739543103,
+                0.9487949638489124,
+                0.994620516441734,
+                0.973242138110713,
+                1.098902934224567,
+                0.9933442474130566,
+                0.8958864648117469,
+                0.9933555009804176,
+                0.8433041190561102,
+                0.7941043410091924,
+                0.9208429310347311,
+                0.7043302529123088,
+                0.6518639290383439,
+                0.9208764339301102,
+                1.0359836613291062,
+                0.9627627144124837,
+                0.9723485565102632,
+                0.9910728139212198,
+                0.9457878853222512,
+                0.8667410055873132,
+                0.9407240712581624,
+                0.9187159564771525
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 22,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 44,
+    "parameters": 9022,
+    "cert_evals": {
+        "36": 0.6991150379180908,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pendigits/fold_0/result.json b/UCI_N6/aol/runs/pendigits/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d637ca2357d01604f7d40d1db2344c13a5391b51
--- /dev/null
+++ b/UCI_N6/aol/runs/pendigits/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 58,
+    "best_val_acc": 0.8951935914552737,
+    "test_acc": 0.88025350233489,
+    "train_size": 3498,
+    "val_size": 1498,
+    "test_size": 5996,
+    "stats": {
+        "mean": [
+            [
+                -8.81200686007327e-07,
+                6.079473995280559e-08,
+                4.631217829963712e-09,
+                2.1718124648143022e-07,
+                2.030874785817112e-07,
+                -1.7106918241445503e-07,
+                5.185820439417424e-08,
+                -3.864493996428271e-07,
+                8.861635218292038e-07,
+                -6.433590623347691e-07,
+                7.257861636536514e-07,
+                1.5797026869406332e-07,
+                -6.898227554824822e-08,
+                -8.784162378277323e-07,
+                7.065809030646193e-07,
+                9.948541997445605e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9998568249462566,
+                0.9998570678425832,
+                0.9998573459993255,
+                0.9998570492542306,
+                0.9998572602820162,
+                0.9998564523051444,
+                0.9998557798609863,
+                0.999857476109961,
+                0.9998569519150583,
+                0.9998579083441225,
+                0.9998564283369161,
+                0.9998569550094121,
+                0.9998568396997518,
+                0.9998576138009462,
+                0.9998550735596848,
+                0.9998570848520255
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5098,
+    "cert_evals": {
+        "36": 0.8483989834785461,
+        "72": 0.7981988191604614,
+        "108": 0.7393262386322021,
+        "255": 0.39676451683044434
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pendigits/fold_1/result.json b/UCI_N6/aol/runs/pendigits/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d1424fb6a9842ab5cdfbc7a9edcf3a4e3a75f1b
--- /dev/null
+++ b/UCI_N6/aol/runs/pendigits/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 71,
+    "best_val_acc": 0.8908156711624919,
+    "test_acc": 0.8851271686036719,
+    "train_size": 3498,
+    "val_size": 1557,
+    "test_size": 5937,
+    "stats": {
+        "mean": [
+            [
+                -8.81200686007327e-07,
+                6.079473995280559e-08,
+                4.631217829963712e-09,
+                2.1718124648143022e-07,
+                2.030874785817112e-07,
+                -1.7106918241445503e-07,
+                5.185820439417424e-08,
+                -3.864493996428271e-07,
+                8.861635218292038e-07,
+                -6.433590623347691e-07,
+                7.257861636536514e-07,
+                1.5797026869406332e-07,
+                -6.898227554824822e-08,
+                -8.784162378277323e-07,
+                7.065809030646193e-07,
+                9.948541997445605e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9998568249462566,
+                0.9998570678425832,
+                0.9998573459993255,
+                0.9998570492542306,
+                0.9998572602820162,
+                0.9998564523051444,
+                0.9998557798609863,
+                0.999857476109961,
+                0.9998569519150583,
+                0.9998579083441225,
+                0.9998564283369161,
+                0.9998569550094121,
+                0.9998568396997518,
+                0.9998576138009462,
+                0.9998550735596848,
+                0.9998570848520255
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5098,
+    "cert_evals": {
+        "36": 0.8521138429641724,
+        "72": 0.8061310052871704,
+        "108": 0.7537476420402527,
+        "255": 0.41738250851631165
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pendigits/fold_2/result.json b/UCI_N6/aol/runs/pendigits/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..886fc4ff70a1f0c245f7a6cd113550e892fb8be4
--- /dev/null
+++ b/UCI_N6/aol/runs/pendigits/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.8681245858184228,
+    "test_acc": 0.8758563074352548,
+    "train_size": 3498,
+    "val_size": 1509,
+    "test_size": 5985,
+    "stats": {
+        "mean": [
+            [
+                -8.81200686007327e-07,
+                6.079473995280559e-08,
+                4.631217829963712e-09,
+                2.1718124648143022e-07,
+                2.030874785817112e-07,
+                -1.7106918241445503e-07,
+                5.185820439417424e-08,
+                -3.864493996428271e-07,
+                8.861635218292038e-07,
+                -6.433590623347691e-07,
+                7.257861636536514e-07,
+                1.5797026869406332e-07,
+                -6.898227554824822e-08,
+                -8.784162378277323e-07,
+                7.065809030646193e-07,
+                9.948541997445605e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9998568249462566,
+                0.9998570678425832,
+                0.9998573459993255,
+                0.9998570492542306,
+                0.9998572602820162,
+                0.9998564523051444,
+                0.9998557798609863,
+                0.999857476109961,
+                0.9998569519150583,
+                0.9998579083441225,
+                0.9998564283369161,
+                0.9998569550094121,
+                0.9998568396997518,
+                0.9998576138009462,
+                0.9998550735596848,
+                0.9998570848520255
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5098,
+    "cert_evals": {
+        "36": 0.8364244103431702,
+        "72": 0.7856307625770569,
+        "108": 0.7239766120910645,
+        "255": 0.3639097809791565
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pendigits/fold_3/result.json b/UCI_N6/aol/runs/pendigits/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..53dbd3dbb118d167d0b5ec7129ca2aeed477193f
--- /dev/null
+++ b/UCI_N6/aol/runs/pendigits/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 73,
+    "best_val_acc": 0.9052558782849239,
+    "test_acc": 0.8832671957671958,
+    "train_size": 3498,
+    "val_size": 1446,
+    "test_size": 6048,
+    "stats": {
+        "mean": [
+            [
+                -8.81200686007327e-07,
+                6.079473995280559e-08,
+                4.631217829963712e-09,
+                2.1718124648143022e-07,
+                2.030874785817112e-07,
+                -1.7106918241445503e-07,
+                5.185820439417424e-08,
+                -3.864493996428271e-07,
+                8.861635218292038e-07,
+                -6.433590623347691e-07,
+                7.257861636536514e-07,
+                1.5797026869406332e-07,
+                -6.898227554824822e-08,
+                -8.784162378277323e-07,
+                7.065809030646193e-07,
+                9.948541997445605e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9998568249462566,
+                0.9998570678425832,
+                0.9998573459993255,
+                0.9998570492542306,
+                0.9998572602820162,
+                0.9998564523051444,
+                0.9998557798609863,
+                0.999857476109961,
+                0.9998569519150583,
+                0.9998579083441225,
+                0.9998564283369161,
+                0.9998569550094121,
+                0.9998568396997518,
+                0.9998576138009462,
+                0.9998550735596848,
+                0.9998570848520255
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5098,
+    "cert_evals": {
+        "36": 0.8483796119689941,
+        "72": 0.8017526268959045,
+        "108": 0.7513227462768555,
+        "255": 0.42245370149612427
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pima/fold_0/result.json b/UCI_N6/aol/runs/pima/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7addb367eedf95a0de0e15bf9c87dc304759419a
--- /dev/null
+++ b/UCI_N6/aol/runs/pima/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.7435897435897436,
+    "test_acc": 0.7254901960784313,
+    "train_size": 192,
+    "val_size": 117,
+    "test_size": 459,
+    "stats": {
+        "mean": [
+            [
+                -0.0019324124999998884,
+                -0.00012207583333333216,
+                0.04217885052083333,
+                0.00848995729166671,
+                0.005174749999999932,
+                -0.046159915651041654,
+                0.005953811979166655,
+                0.07872151093750006
+            ]
+        ],
+        "std": [
+            [
+                0.9819510309933771,
+                0.9111640190273224,
+                0.9708504296826285,
+                1.099822957973565,
+                0.9218205138345946,
+                1.056214861472258,
+                1.0108583076345607,
+                1.01432971356633
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1266,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pima/fold_1/result.json b/UCI_N6/aol/runs/pima/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1d852f985b34c153d05c6e8158bf0a5656e1e19
--- /dev/null
+++ b/UCI_N6/aol/runs/pima/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.34814814814814815,
+    "test_acc": 0.3492063492063492,
+    "train_size": 192,
+    "val_size": 135,
+    "test_size": 441,
+    "stats": {
+        "mean": [
+            [
+                0.019707258333333522,
+                0.03424992687499997,
+                0.03491385885416665,
+                -0.08194942239583324,
+                -0.03907010052083341,
+                0.053195496510416655,
+                -0.0036192521354166743,
+                -0.06521345781250003
+            ]
+        ],
+        "std": [
+            [
+                1.0301685557841433,
+                0.9959115695466323,
+                1.0735770070448536,
+                0.9845812772483306,
+                0.9943920335167246,
+                1.0696319409722543,
+                0.9860249191330342,
+                0.9892410062597343
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1266,
+    "cert_evals": {
+        "36": 0.3492063581943512,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pima/fold_2/result.json b/UCI_N6/aol/runs/pima/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..55097bc8b076f730d3a686d2fe3f5cb54a1555f5
--- /dev/null
+++ b/UCI_N6/aol/runs/pima/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.7416666666666667,
+    "test_acc": 0.7368421052631579,
+    "train_size": 192,
+    "val_size": 120,
+    "test_size": 456,
+    "stats": {
+        "mean": [
+            [
+                0.17582224895833332,
+                0.038322315416666634,
+                -0.07783248697916666,
+                -0.16520565468749995,
+                -0.11327850364583342,
+                -0.135474219296875,
+                -0.03175727552083333,
+                0.09643667291666673
+            ]
+        ],
+        "std": [
+            [
+                1.0638504058639158,
+                0.9838373596130083,
+                1.064286398859908,
+                1.0275191945092796,
+                0.9301240391257053,
+                1.0696755566062253,
+                0.953495407419293,
+                1.060048294039853
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1266,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pima/fold_3/result.json b/UCI_N6/aol/runs/pima/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddb2362f6f4913dc0a947662211421f66a077733
--- /dev/null
+++ b/UCI_N6/aol/runs/pima/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.7345132743362832,
+    "test_acc": 0.6976241900647948,
+    "train_size": 192,
+    "val_size": 113,
+    "test_size": 463,
+    "stats": {
+        "mean": [
+            [
+                0.019707373958333604,
+                0.04956274229166665,
+                -0.032895598437499944,
+                -0.02546561510416664,
+                -0.004270790312500018,
+                0.06891787828125,
+                -0.041550713963541624,
+                0.019818838020833326
+            ]
+        ],
+        "std": [
+            [
+                1.046076222621493,
+                0.9765956060942442,
+                1.0875934081009107,
+                0.9881278389945256,
+                0.9075867743815457,
+                0.9995410119642123,
+                0.8563442009545308,
+                0.9709125098838245
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1266,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_0/result.json b/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8442443b8d254c9f24e6251a02f14c6072c3f2b8
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.4,
+    "test_acc": 0.2833333333333333,
+    "train_size": 26,
+    "val_size": 20,
+    "test_size": 60,
+    "stats": {
+        "mean": [
+            [
+                -0.11238934615384605,
+                0.19736865,
+                0.15455,
+                0.15961346153846157,
+                -0.07076646153846156,
+                0.15434588461538454,
+                0.1840363461538461
+            ]
+        ],
+        "std": [
+            [
+                0.9957184371723743,
+                0.9959413552215316,
+                1.0315511158616348,
+                0.8772828351648864,
+                1.0247762294541045,
+                1.1028821922601193,
+                0.7995873033749223
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_1/result.json b/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..51f0b322ad934712e30349802b0dcd77191d8e64
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.21052631578947367,
+    "test_acc": 0.08196721311475409,
+    "train_size": 26,
+    "val_size": 19,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                -0.009688884615384565,
+                0.22651538461538462,
+                0.03409030769230755,
+                -0.09103884615384622,
+                0.1841305,
+                0.31850111538461523,
+                0.027972884615384445
+            ]
+        ],
+        "std": [
+            [
+                1.115613086975337,
+                1.0057941285258243,
+                1.1782033883592151,
+                0.9294434251013095,
+                1.0832735600836598,
+                1.0726038998514973,
+                0.8999058194666532
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.08196720480918884,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_2/result.json b/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb35fe7cb963db30a99fdc3ccc8ded24c709db14
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.0,
+    "test_acc": 0.140625,
+    "train_size": 26,
+    "val_size": 16,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.14436196153846156,
+                -0.06772561923076922,
+                0.15454984615384612,
+                0.15961346153846157,
+                0.29337180769230764,
+                0.26378273076923064,
+                0.027972884615384573
+            ]
+        ],
+        "std": [
+            [
+                1.0179791685372954,
+                1.0403197946863862,
+                1.0714178998681247,
+                0.8772828351648864,
+                0.8271634472356539,
+                1.1323512832459435,
+                0.8999058194666533
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_3/result.json b/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd10b580e71b3d575f5ba97ab5c2751901a1151a
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-MATERIAL/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7058823529411765,
+    "test_acc": 0.746031746031746,
+    "train_size": 26,
+    "val_size": 17,
+    "test_size": 63,
+    "stats": {
+        "mean": [
+            [
+                -0.3691406153846153,
+                0.08633426923076921,
+                -0.00606200000000008,
+                -0.34169099999999986,
+                -0.14359411538461544,
+                0.07226838461538451,
+                -0.05005884615384633
+            ]
+        ],
+        "std": [
+            [
+                0.7352238508876096,
+                0.769629063092912,
+                0.993332786470492,
+                1.2842104251847937,
+                0.9183219104916871,
+                1.1684627801712248,
+                0.9363807692307694
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_0/result.json b/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b2338912744d70f09a62641bbe2df23c886bee4
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.6923076923076923,
+    "test_acc": 0.5,
+    "train_size": 26,
+    "val_size": 13,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                -0.2534473076923077,
+                0.33873420769230767,
+                0.033979423076922706,
+                0.11527103846153851,
+                -0.28692915384615375,
+                0.10456480769230773,
+                0.12155461538461536
+            ]
+        ],
+        "std": [
+            [
+                0.9261583185285736,
+                0.8009009247637227,
+                1.0889481792626658,
+                0.99653081940633,
+                1.072126740077213,
+                0.9196280170052044,
+                0.8466063306348502
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_1/result.json b/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..91636585be3061e216f109d6be2f43d43d0de05d
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.2,
+    "test_acc": 0.14516129032258066,
+    "train_size": 26,
+    "val_size": 15,
+    "test_size": 62,
+    "stats": {
+        "mean": [
+            [
+                -0.09836800000000002,
+                0.11185775384615383,
+                0.07467526923076934,
+                -0.009052730769230726,
+                -0.10539519230769225,
+                0.013804115384615371,
+                0.27612307692307686
+            ]
+        ],
+        "std": [
+            [
+                1.0694354197920724,
+                0.8688390763013727,
+                0.8067650960246951,
+                0.9157017407809144,
+                1.0553979577856298,
+                0.9260748900018138,
+                0.7249903479716615
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.14516128599643707,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_2/result.json b/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3653a7f60fd3c5f7035857307ea4e80d99fd68d
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.125,
+    "test_acc": 0.16393442622950818,
+    "train_size": 26,
+    "val_size": 16,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                0.21179084615384614,
+                -0.20075696923076924,
+                0.23745903846153846,
+                0.05310915384615384,
+                0.14875234615384614,
+                0.1348184615384615,
+                0.12155461538461534
+            ]
+        ],
+        "std": [
+            [
+                0.858790726074425,
+                0.9525936502475233,
+                1.0303379408513154,
+                0.9050907018495523,
+                0.955082657540614,
+                1.0895483096872065,
+                0.8466063306348502
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_3/result.json b/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c249fe1c97175d5ea5b6adcfcb80148d865d4239
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-REL-L/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.5,
+    "test_acc": 0.6190476190476191,
+    "train_size": 26,
+    "val_size": 14,
+    "test_size": 63,
+    "stats": {
+        "mean": [
+            [
+                -0.3568335384615385,
+                -0.18405515384615387,
+                -0.00671646153846194,
+                0.17743292307692307,
+                0.2213659230769231,
+                0.31633973076923083,
+                0.12155461538461534
+            ]
+        ],
+        "std": [
+            [
+                0.8287037559089696,
+                0.9069856689030475,
+                1.0557430702422617,
+                0.8702663846153843,
+                0.9327384905473824,
+                1.0726154740713343,
+                0.8466063306348502
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_0/result.json b/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c0b6c37048a0a1c3276c6b47079a7b5522c2602
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7142857142857143,
+    "test_acc": 0.45454545454545453,
+    "train_size": 23,
+    "val_size": 14,
+    "test_size": 55,
+    "stats": {
+        "mean": [
+            [
+                -0.029837999999999993,
+                -0.25806898695652175,
+                0.27461930434782605,
+                -0.10251969565217388,
+                0.0609171304347826,
+                -0.20858055217391297,
+                0.1910520434782607
+            ]
+        ],
+        "std": [
+            [
+                0.7916916039569953,
+                1.0125006038076372,
+                0.8444054443868326,
+                1.1230445292246944,
+                0.9384505846315211,
+                1.2509107678124556,
+                0.9902371367201799
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_1/result.json b/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a98635fc19b5a0010abf15deaf86e89a2f36ae4
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.375,
+    "test_acc": 0.5245901639344263,
+    "train_size": 23,
+    "val_size": 8,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                -0.20886565217391312,
+                0.20484198695652173,
+                -0.07489591304347826,
+                0.10251943478260879,
+                -0.22335769565217395,
+                -0.24650454782608694,
+                -0.23350947826086974
+            ]
+        ],
+        "std": [
+            [
+                1.1322718849321831,
+                1.1240719320543364,
+                1.0615420299973752,
+                0.8963528876008708,
+                1.0527502115584615,
+                0.7255249335603758,
+                1.1264874806517848
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.5245901346206665,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_2/result.json b/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ea560d9be9602e99bfd276eb57cce28a9fcf95c
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.5094339622641509,
+    "train_size": 23,
+    "val_size": 16,
+    "test_size": 53,
+    "stats": {
+        "mean": [
+            [
+                -0.26854200000000006,
+                0.08719552173913042,
+                -0.024965043478260857,
+                -0.034172999999999946,
+                0.34519221739130435,
+                0.24650505217391308,
+                -0.4033346521739131
+            ]
+        ],
+        "std": [
+            [
+                0.7826434027524923,
+                0.8532738699385454,
+                1.116485175293137,
+                1.0229130046834918,
+                0.891588314188393,
+                0.9488533640036454,
+                0.9755681035759809
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_3/result.json b/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f8f8bd8fb2162cb278857e0b2cee84d76cc9d16
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-SPAN/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.2033898305084746,
+    "train_size": 23,
+    "val_size": 10,
+    "test_size": 59,
+    "stats": {
+        "mean": [
+            [
+                -0.20886582608695664,
+                -0.14202214347826086,
+                -0.024965130434782608,
+                0.10251943478260875,
+                -0.060915000000000004,
+                0.05688600869565217,
+                0.1061391739130434
+            ]
+        ],
+        "std": [
+            [
+                0.7916911713540639,
+                0.9447975425602776,
+                1.0638879741325864,
+                0.896352887600871,
+                1.0621083198533245,
+                1.0385861814225783,
+                0.8575722370885731
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_0/result.json b/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..903ba5623f0b74d23a7ad13edfeca0a55b7bbab6
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.875,
+    "test_acc": 0.8524590163934426,
+    "train_size": 25,
+    "val_size": 16,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                0.15020296000000002,
+                -0.0008959920000000077,
+                -0.007506879999999985,
+                0.09924271999999996,
+                -0.11183403999999993,
+                0.06574727999999996,
+                0.2686277600000001
+            ]
+        ],
+        "std": [
+            [
+                1.1056510586049282,
+                0.9894276187747426,
+                0.9455226916051597,
+                1.1055352321467289,
+                1.0069534202490789,
+                0.9298309440615328,
+                0.7342804012389428
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 982,
+    "cert_evals": {
+        "36": 0.8524589538574219,
+        "72": 0.8524589538574219,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_1/result.json b/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a987c3e308855e8da83f6b9d1b5f8c6eca2a681
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.21052631578947367,
+    "test_acc": 0.1206896551724138,
+    "train_size": 25,
+    "val_size": 19,
+    "test_size": 58,
+    "stats": {
+        "mean": [
+            [
+                -0.22477987999999996,
+                -0.23302490400000006,
+                -0.3052941999999999,
+                -0.09418591999999981,
+                -0.30132007999999993,
+                0.034113799999999944,
+                -0.29218840000000024
+            ]
+        ],
+        "std": [
+            [
+                0.8537489133489458,
+                0.9442767857681105,
+                1.1206967647206985,
+                1.1278721619730465,
+                0.8691601526879115,
+                0.9222667065314241,
+                1.1442940136936137
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 982,
+    "cert_evals": {
+        "36": 0.12068965286016464,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_2/result.json b/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb2af8dfabf4154f4ab62f23ac4ef1578da19b96
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7142857142857143,
+    "test_acc": 0.8888888888888888,
+    "train_size": 25,
+    "val_size": 14,
+    "test_size": 63,
+    "stats": {
+        "mean": [
+            [
+                0.20377195999999997,
+                0.09630778000000002,
+                0.3328217600000001,
+                -0.22313807999999993,
+                0.19134339999999994,
+                -0.029153040000000026,
+                0.26862776000000005
+            ]
+        ],
+        "std": [
+            [
+                1.089967253887803,
+                1.1192053646352136,
+                0.8759745403148782,
+                1.2131111924223241,
+                0.9282879043276608,
+                1.1030982427632627,
+                0.7342804012389427
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 982,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_3/result.json b/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c9b9cd450db36a353d8f870c394988413c0077e
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-T-OR-D/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.9166666666666666,
+    "test_acc": 0.8461538461538461,
+    "train_size": 25,
+    "val_size": 12,
+    "test_size": 65,
+    "stats": {
+        "mean": [
+            [
+                -0.17121067999999995,
+                -0.21648582000000005,
+                0.12011635999999999,
+                -0.09418591999999995,
+                -0.11183404000000002,
+                -0.28222119999999995,
+                0.10839464000000007
+            ]
+        ],
+        "std": [
+            [
+                0.8571032600003676,
+                0.9702298691514799,
+                1.0541263774745755,
+                0.9254069877190219,
+                1.006953420249079,
+                1.1836178575986762,
+                0.8554107804035617
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 982,
+    "cert_evals": {
+        "36": 0.8461538553237915,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_0/result.json b/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..26a28ce22ed05aa45f5fef1a912c082cf6742707
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3333333333333333,
+    "test_acc": 0.4098360655737705,
+    "train_size": 26,
+    "val_size": 18,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                -0.2226830769230769,
+                0.05670122692307692,
+                -0.043026884615384405,
+                -0.03758799999999994,
+                0.17069815384615383,
+                0.05726184615384619,
+                0.03333576923076921
+            ]
+        ],
+        "std": [
+            [
+                0.9229643846157178,
+                0.8879073657273664,
+                0.9090621758106759,
+                0.8047152853556344,
+                0.9896400284910009,
+                0.9758970201578133,
+                1.0579562243200262
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1042,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_1/result.json b/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..37482f04719ba36dcffd99c429aff094bedc93ff
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.09523809523809523,
+    "test_acc": 0.1206896551724138,
+    "train_size": 26,
+    "val_size": 21,
+    "test_size": 58,
+    "stats": {
+        "mean": [
+            [
+                -0.17140723076923073,
+                0.17603493076923074,
+                -0.043027115384615275,
+                0.08770580769230771,
+                0.06073815384615386,
+                0.140003576923077,
+                0.11111846153846151
+            ]
+        ],
+        "std": [
+            [
+                0.9955960192363054,
+                0.8707946707612142,
+                1.076508222112097,
+                0.8969691136995324,
+                1.0157671583515164,
+                1.0382138974203643,
+                0.8520637539328237
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1042,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_2/result.json b/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..38f4bf1754e79a8081e4f42a56634acb7fb7b2b1
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.23076923076923078,
+    "test_acc": 0.07575757575757576,
+    "train_size": 26,
+    "val_size": 13,
+    "test_size": 66,
+    "stats": {
+        "mean": [
+            [
+                0.13624746153846157,
+                -0.13478680769230772,
+                0.03693388461538476,
+                0.08770600000000003,
+                -0.01256838461538465,
+                0.05726215384615386,
+                0.033336038461538396
+            ]
+        ],
+        "std": [
+            [
+                0.8716889547511608,
+                0.9579937729204642,
+                1.0615560480179493,
+                0.7749005943842086,
+                0.9916744330944691,
+                1.0538491233066194,
+                0.8970306628997816
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1042,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_3/result.json b/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f20a34a417d0ec29bf597d9f639aaf701331bf0
--- /dev/null
+++ b/UCI_N6/aol/runs/pittsburg-bridges-TYPE/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.47368421052631576,
+    "test_acc": 0.36666666666666664,
+    "train_size": 26,
+    "val_size": 19,
+    "test_size": 60,
+    "stats": {
+        "mean": [
+            [
+                0.2900749615384615,
+                -0.1092556538461538,
+                -0.16296869230769223,
+                0.08770600000000003,
+                -0.12252815384615393,
+                0.002101461538461631,
+                -0.0444463846153846
+            ]
+        ],
+        "std": [
+            [
+                0.9565380984621445,
+                1.0668876495414104,
+                1.087587760209891,
+                0.7749005943842086,
+                0.9250887318796751,
+                0.7643326705239842,
+                0.9333890769230768
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1042,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/planning/fold_0/result.json b/UCI_N6/aol/runs/planning/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8bca6bd1f39b25e0cd31a2b7bf6b03a351b5026b
--- /dev/null
+++ b/UCI_N6/aol/runs/planning/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.6666666666666666,
+    "test_acc": 0.7272727272727273,
+    "train_size": 45,
+    "val_size": 27,
+    "test_size": 110,
+    "stats": {
+        "mean": [
+            [
+                -0.13597411777777782,
+                -0.059930613333333334,
+                0.1726637911111111,
+                0.034723479999999994,
+                0.1943293844444444,
+                -0.058733431111111144,
+                -0.116129388,
+                0.17681400222222224,
+                -0.19228555555555557,
+                -0.07629513333333332,
+                0.07577999111111111,
+                0.14000706444444447
+            ]
+        ],
+        "std": [
+            [
+                0.9037583332493699,
+                0.8892684096511589,
+                0.9934159714161822,
+                0.9795447749569939,
+                0.991099979203418,
+                0.8238368829401475,
+                0.8461204418967577,
+                1.0434976919452328,
+                0.9979969012441308,
+                0.9523454999652433,
+                0.9216888475521186,
+                1.061608647395146
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2762,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/planning/fold_1/result.json b/UCI_N6/aol/runs/planning/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae17d4957d054c31fd9f4b2f92e0260fae422cd5
--- /dev/null
+++ b/UCI_N6/aol/runs/planning/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.75,
+    "test_acc": 0.6633663366336634,
+    "train_size": 45,
+    "val_size": 36,
+    "test_size": 101,
+    "stats": {
+        "mean": [
+            [
+                0.11314807155555553,
+                -0.05681264375555557,
+                0.03933796666666664,
+                0.04977631111111109,
+                0.03694895555555555,
+                -0.044924306666666684,
+                0.04804084666666663,
+                0.12195993333333337,
+                0.042717271111111156,
+                0.008962882222222232,
+                -0.0006334968888889045,
+                -0.0009558044444444105
+            ]
+        ],
+        "std": [
+            [
+                0.9103807361609941,
+                0.9363715375995261,
+                1.1502145656153577,
+                1.0558247484927283,
+                1.076388481139489,
+                1.0010167884068093,
+                0.9233794686212015,
+                0.8789681038837464,
+                0.8499326718606948,
+                0.8719046264511446,
+                0.8860788083725304,
+                0.8502961074388711
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2762,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/planning/fold_2/result.json b/UCI_N6/aol/runs/planning/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..801601d7f3d461686e0bacbdfe9d5ba18453b315
--- /dev/null
+++ b/UCI_N6/aol/runs/planning/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8333333333333334,
+    "test_acc": 0.6902654867256637,
+    "train_size": 45,
+    "val_size": 24,
+    "test_size": 113,
+    "stats": {
+        "mean": [
+            [
+                -0.08181936222222222,
+                0.032095062222222207,
+                -0.2932722444444444,
+                -0.2642803151111112,
+                -0.2482941920666666,
+                0.04209659104444442,
+                -0.08089617555555557,
+                0.011037159999999989,
+                -0.05962093333333333,
+                -0.05360210222222223,
+                0.041594423777777785,
+                0.03579832413333331
+            ]
+        ],
+        "std": [
+            [
+                1.0346900075231742,
+                0.983181200526179,
+                0.8190101673790661,
+                0.8655727810698712,
+                0.9958599284470852,
+                0.9221770981656976,
+                1.0076979840800466,
+                1.0249788633648824,
+                1.0799692279692954,
+                1.0059810529176614,
+                1.0760442404746193,
+                0.966271648432117
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2762,
+    "cert_evals": {
+        "36": 0.6902654767036438,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/planning/fold_3/result.json b/UCI_N6/aol/runs/planning/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9f31205a8e80b67e32140127fbbe4e623a5b920
--- /dev/null
+++ b/UCI_N6/aol/runs/planning/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8260869565217391,
+    "test_acc": 0.631578947368421,
+    "train_size": 45,
+    "val_size": 23,
+    "test_size": 114,
+    "stats": {
+        "mean": [
+            [
+                0.10711943111111107,
+                0.19129145333333336,
+                0.23947074666666662,
+                0.1974917848888889,
+                0.06191540222222221,
+                0.19409456755555554,
+                0.10399900533333334,
+                -0.07677485555555555,
+                0.05582479999999996,
+                -0.0920865622222222,
+                0.07224912822222225,
+                -0.22088875111111111
+            ]
+        ],
+        "std": [
+            [
+                0.9820868604107751,
+                0.8497304858975051,
+                0.9414935653357391,
+                0.9419249731758765,
+                0.9517511837520722,
+                0.8554967298035733,
+                1.06563202833593,
+                1.067683309777831,
+                0.968308470640187,
+                1.07319052594271,
+                1.055131325540202,
+                1.0489152018459469
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2762,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-margin/fold_0/result.json b/UCI_N6/aol/runs/plant-margin/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f3dc75498dcfc9e53d7c7781bdc7aa21a5e5fd1
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-margin/fold_0/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 97,
+    "best_val_acc": 0.5537190082644629,
+    "test_acc": 0.511482254697286,
+    "train_size": 400,
+    "val_size": 242,
+    "test_size": 958,
+    "stats": {
+        "mean": [
+            [
+                -0.0010596968500001934,
+                -0.01804303900000009,
+                0.058554600000000095,
+                -0.04174014875000007,
+                -0.00557412199999981,
+                0.022321825499999975,
+                0.009465832749999917,
+                0.026944449999999596,
+                0.0220769747500004,
+                -0.02089326899999988,
+                -0.012520925000000096,
+                0.0033962770000000053,
+                0.0021340793749998234,
+                -0.0033546413499999455,
+                0.021925117425000074,
+                0.013851212499999961,
+                -0.0015689260000001164,
+                -0.004634679999999923,
+                -0.05511270024999984,
+                0.026070323000000024,
+                0.01848005475000007,
+                0.0022656225000003355,
+                -0.01842250000000018,
+                0.01246016899999983,
+                0.0098437735000002,
+                -0.032934458000000104,
+                0.049291360500000325,
+                0.0024477580000001266,
+                -0.02057179899999991,
+                0.0009727362499999343,
+                0.0017701742499999368,
+                0.00541423612499992,
+                0.02091535780000011,
+                0.020351312499999816,
+                -0.009445618999999935,
+                -0.02841862299999999,
+                0.029737960000000185,
+                0.018735809500000172,
+                0.014390100750000086,
+                -0.016125830000000306,
+                0.012385870249999646,
+                -0.043971327499999775,
+                0.0009311264999999372,
+                0.01806689874999989,
+                -0.008581579999999964,
+                -0.009399341000000174,
+                -0.03755508207500001,
+                -0.0009747140000000407,
+                0.028856429249999874,
+                -0.0030426587000000733,
+                -0.015013867049999909,
+                -0.004152345000000207,
+                0.02680056899999996,
+                -0.02129718575000011,
+                0.022555419000000035,
+                -0.00723436300000014,
+                0.036754802499999906,
+                -0.02058847975000004,
+                -0.010368677175000047,
+                -0.029642165000000022,
+                -0.02736674750000015,
+                0.0008163920000001678,
+                0.018380879350000014,
+                -0.008580070000000413
+            ]
+        ],
+        "std": [
+            [
+                0.9874340403909011,
+                0.9592061852266575,
+                1.0435962908617902,
+                0.9425389198852354,
+                1.0047339728470936,
+                1.0363144948903504,
+                1.0296524029950296,
+                1.0063022213625923,
+                1.094313672273991,
+                1.0202299972901783,
+                0.985157157060649,
+                0.9888027948033142,
+                0.9932416135375679,
+                0.9909877623883768,
+                1.0005062186033022,
+                1.2067387345575986,
+                0.984270179305036,
+                0.9091203000942354,
+                0.9545319559171044,
+                0.983601787222833,
+                1.011060877681347,
+                0.9799045991624534,
+                0.9223386505533625,
+                1.0460006470835634,
+                1.0181216615718796,
+                0.9516193964985948,
+                1.0882812579258407,
+                1.0329753644197,
+                0.9792719916843142,
+                0.9673648432380815,
+                0.9958388822460692,
+                1.012645249804551,
+                1.0439458247448072,
+                1.0733982117428793,
+                1.0111716504511818,
+                0.996690448869414,
+                1.0367837370015323,
+                1.0026230843872075,
+                1.0036523141489182,
+                0.9356670752186079,
+                1.0259733303222744,
+                0.9543079293157887,
+                1.016979624435871,
+                1.0361404335495707,
+                0.9710294506381861,
+                0.9356304778213941,
+                0.9636374865372435,
+                0.9682684696531572,
+                1.0488592685926776,
+                1.0095591832024964,
+                0.9864668975312801,
+                0.965788248416018,
+                1.0175463184007973,
+                0.9707788038864342,
+                1.035917848788737,
+                0.9984750436485963,
+                1.047306945528514,
+                0.9624268336767162,
+                1.0407274202088548,
+                0.9906889986330216,
+                0.9133036560743315,
+                1.0063256302193264,
+                1.0448919868528035,
+                1.060209155310641
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.4258872866630554,
+        "72": 0.3444676399230957,
+        "108": 0.2630480229854584,
+        "255": 0.07202505320310593
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-margin/fold_1/result.json b/UCI_N6/aol/runs/plant-margin/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..45178265617458d87e3ef298a73cc87ca76a4cca
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-margin/fold_1/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 42,
+    "best_val_acc": 0.08974358974358974,
+    "test_acc": 0.07246376811594203,
+    "train_size": 400,
+    "val_size": 234,
+    "test_size": 966,
+    "stats": {
+        "mean": [
+            [
+                0.018630191274999833,
+                0.0021237185000000623,
+                0.020341910000000126,
+                -0.03847603025000004,
+                0.0024851145000002843,
+                -0.019245363750000032,
+                0.01765857999999999,
+                -0.09520458750000026,
+                0.016723600750000407,
+                -0.020893166249999973,
+                -0.013275087500000034,
+                -0.009778451499999922,
+                0.02100441234999998,
+                -0.0006707280500000078,
+                0.01202943670000018,
+                -0.012221054999999943,
+                0.026685538499999994,
+                0.03934188799999998,
+                -0.017911806749999953,
+                -0.004428536999999995,
+                0.013875288750000034,
+                -0.007751707499999634,
+                0.03217363749999957,
+                0.003825904499999896,
+                0.010617184500000114,
+                -0.03897739600000022,
+                -0.00972438474999977,
+                0.0034970589999999357,
+                0.02035820800000013,
+                -0.037335613750000024,
+                -0.008548351749999959,
+                0.0018481537499997402,
+                -0.007583834749999951,
+                0.04391894749999982,
+                0.033370660000000205,
+                0.00937306074999997,
+                -0.013948834999999842,
+                0.005821061250000135,
+                0.03052180125000005,
+                0.02165496999999981,
+                -0.00854195450000032,
+                -0.03606767999999988,
+                -0.017944192250000105,
+                -0.02588678125000007,
+                0.01616825525000002,
+                -0.00827056050000008,
+                -0.0017126565000000083,
+                -0.01656842850000004,
+                -0.017988074249999902,
+                -0.03559730630000006,
+                -0.0036789360499999424,
+                0.012461489999999617,
+                0.026261220249999995,
+                -0.020665702500000202,
+                -0.0005093669999999243,
+                -0.009416002500000138,
+                -0.02145052,
+                0.012404727999999953,
+                0.008414623600000027,
+                0.026667712,
+                0.023455849999999993,
+                0.01995325700000049,
+                0.017141528075000113,
+                -0.00027581000000054354
+            ]
+        ],
+        "std": [
+            [
+                1.041295070488909,
+                1.0014805383027654,
+                1.0526387415016842,
+                0.9348659203435066,
+                1.012132944361091,
+                0.9779461065975633,
+                1.0032476656820697,
+                0.765138203982258,
+                1.084558801095068,
+                1.0155838017759249,
+                0.9847823955761184,
+                1.0321402388555014,
+                1.0519629684769372,
+                0.9582131621864026,
+                0.9927092815254406,
+                0.803704884375634,
+                0.9988728657062945,
+                1.1858597763171363,
+                1.012274069308041,
+                1.012471113861707,
+                1.0151240798466312,
+                0.9972545733894309,
+                1.0563298324391637,
+                1.0047120258743576,
+                1.016702961526915,
+                0.9272542628757423,
+                1.012180666645035,
+                1.0130792339306003,
+                0.9869444731802731,
+                0.9732936953239708,
+                0.9987581693686506,
+                1.0025285436476967,
+                0.9823926819700436,
+                1.13766033578092,
+                1.0184063166975657,
+                1.0037002652524598,
+                1.0159024793557991,
+                0.998493316788935,
+                1.0374784962262864,
+                1.0063283056949195,
+                1.0742583169244284,
+                0.9634076134691111,
+                0.958447407516677,
+                1.0041785286506213,
+                1.013112893307404,
+                0.9769612001923168,
+                1.0056368868600618,
+                0.9788744628207897,
+                0.9629520265558652,
+                0.929550730995055,
+                0.9854910637585246,
+                1.0358257613723332,
+                1.0240098398191608,
+                0.9303959288426701,
+                1.0012547252975355,
+                0.9956229965329875,
+                1.021855039918818,
+                1.0091992464793387,
+                0.9897071424780775,
+                0.9856059256334351,
+                1.0201829621015206,
+                1.0268852627871752,
+                1.0341940427237508,
+                0.9799526515218273
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.02277432754635811,
+        "72": 0.007246376946568489,
+        "108": 0.006211180239915848,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-margin/fold_2/result.json b/UCI_N6/aol/runs/plant-margin/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5fdbd85e8bbfa9b960195a7a7bbe2f2c9f57d9a
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-margin/fold_2/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 100,
+    "best_val_acc": 0.47391304347826085,
+    "test_acc": 0.5,
+    "train_size": 400,
+    "val_size": 230,
+    "test_size": 970,
+    "stats": {
+        "mean": [
+            [
+                0.005920089124999763,
+                -0.001301032000000133,
+                0.0013308824999999258,
+                0.008417454999999876,
+                0.005976730250000185,
+                0.019669846999999876,
+                0.010878556750000047,
+                0.025150082499999716,
+                0.0022754870000003123,
+                0.024085954000000003,
+                -0.005742166250000042,
+                -0.007721828999999947,
+                0.00371573337499994,
+                -0.012943442949999913,
+                -0.014590249949999882,
+                -0.025256129999999963,
+                -0.011889130000000098,
+                -0.019724357499999953,
+                -0.01377830674999994,
+                0.006886749000000014,
+                -0.003516929999999907,
+                -0.03828019749999969,
+                0.005775229999999821,
+                -0.030314237500000177,
+                -0.019109295999999804,
+                0.04844473150000008,
+                -0.02716004849999974,
+                0.002796986500000034,
+                -0.019719068250000017,
+                0.041975102500000014,
+                -0.017687051749999974,
+                -0.021844609375000337,
+                0.020916906100000077,
+                -0.022494655000000176,
+                0.026175232000000156,
+                0.010884623500000074,
+                -0.021303965499999796,
+                -0.0039162167499998055,
+                -0.015307416500000065,
+                0.012900294999999774,
+                0.006834127249999801,
+                0.027173450000000154,
+                0.0027974614999998885,
+                0.028211698749999896,
+                -0.0031931937499999692,
+                0.011277844999999809,
+                0.00992980717499997,
+                -0.013968735000000017,
+                -0.01707076174999997,
+                0.01365854819999998,
+                -0.0014908621499998933,
+                0.009138499999999666,
+                0.02060593399999994,
+                0.007099336749999857,
+                -0.003448647499999997,
+                0.0015010997499998568,
+                -0.03850890625000006,
+                0.0022736427499999282,
+                -0.013522159549999977,
+                -0.0332120949999999,
+                0.005866322499999921,
+                -0.004317283999999508,
+                -0.00538338794999997,
+                -0.0069175300000004145
+            ]
+        ],
+        "std": [
+            [
+                1.0010921783674436,
+                0.9945407140012373,
+                1.005748587963517,
+                0.9668282590649625,
+                1.0031010346345277,
+                0.9967928785295819,
+                0.9751713195709866,
+                1.1467050887662724,
+                0.9392946439639414,
+                0.9895328846805108,
+                0.9767912569515301,
+                0.9727489873091506,
+                0.9701070098004984,
+                1.0053545262016492,
+                0.9846236608578788,
+                0.7727736342078088,
+                0.971944708609996,
+                0.8826840113147226,
+                0.98563931252641,
+                0.9711438420390225,
+                0.9629058280406353,
+                0.9716674314378894,
+                1.1301355955709167,
+                0.9477815286674603,
+                0.9881704764475729,
+                1.0137752766865444,
+                0.9583402354865277,
+                0.9958443104934569,
+                0.9663730766877806,
+                1.0669358291663034,
+                0.955827255033273,
+                0.9505215572351379,
+                1.0084010054173358,
+                0.9871444837708967,
+                1.0130833200270473,
+                1.043702427349745,
+                0.9912743901116762,
+                0.973685836703786,
+                0.985763394194837,
+                1.0377291955455417,
+                1.0077815203197755,
+                1.0141762382944473,
+                1.019662919156708,
+                1.046456382869172,
+                1.0332849966442448,
+                1.0406499407344652,
+                0.9961622026264285,
+                0.9855957603524927,
+                0.9824473993933991,
+                1.0388871379951687,
+                1.0170409949547163,
+                1.03216407460882,
+                1.0347227568843633,
+                1.0401704190454892,
+                0.9504580582249552,
+                0.9606350019976608,
+                1.0073622594193574,
+                1.0173972038824486,
+                0.9758624776113387,
+                1.017294570276939,
+                1.1903867160054817,
+                1.041760575180181,
+                0.9817904646611345,
+                0.9934098271111226
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.3639175295829773,
+        "72": 0.2762886583805084,
+        "108": 0.20618557929992676,
+        "255": 0.06288660317659378
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-margin/fold_3/result.json b/UCI_N6/aol/runs/plant-margin/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fd2771451fb942bb5134efccb265206c01f9756
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-margin/fold_3/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 65,
+    "best_val_acc": 0.2885375494071146,
+    "test_acc": 0.3453009503695882,
+    "train_size": 400,
+    "val_size": 253,
+    "test_size": 947,
+    "stats": {
+        "mean": [
+            [
+                0.0049220609499997505,
+                0.014300554999999927,
+                -0.013117759999999938,
+                0.0006888637499999897,
+                0.014571960000000097,
+                -0.029186410499999996,
+                0.002400438750000075,
+                -0.053890317500000125,
+                0.010837756000000382,
+                -0.043686283749999874,
+                0.00818919124999994,
+                0.02274708350000002,
+                -0.010304195600000106,
+                0.021186932849999934,
+                0.02806746060000008,
+                0.03340746249999935,
+                -0.023547052000000096,
+                -0.033522315499999976,
+                0.008610349500000156,
+                0.027052154499999995,
+                -0.010934992499999938,
+                0.006081485000000295,
+                0.02777317250000039,
+                0.016383195499999857,
+                0.03879757150000023,
+                -0.021655729750000265,
+                0.014864098750000401,
+                0.036007804000000046,
+                -0.006075429999999921,
+                -0.019079332500000098,
+                0.046873371749999754,
+                0.020189249124999916,
+                -0.006358586449999976,
+                -0.01606563250000019,
+                -0.011602580249999888,
+                0.013908655750000045,
+                -0.026925847499999826,
+                0.04435231250000004,
+                0.0030248995000000476,
+                0.04331075999999964,
+                -0.010036047250000119,
+                -0.020255887499999837,
+                0.016312687999999884,
+                0.0007390799999998633,
+                -0.01058009674999995,
+                0.022933002500000025,
+                0.018606085150000003,
+                -0.02793774274999995,
+                0.02640782450000013,
+                0.0009197187999999446,
+                0.01879274900000016,
+                -0.012793932500000254,
+                -0.05696751475000014,
+                0.009623771999999869,
+                -0.014076831999999899,
+                0.03262045174999992,
+                -0.03750922250000002,
+                -0.020068239750000067,
+                0.007511379900000031,
+                0.011995891500000104,
+                0.001957915000000034,
+                0.008284810500000324,
+                -0.03583419272500005,
+                0.025183247499999534
+            ]
+        ],
+        "std": [
+            [
+                1.0292860056491944,
+                1.0292792317834558,
+                1.021157636187128,
+                1.0004671883473788,
+                1.0099925807918118,
+                0.940459599532873,
+                1.0284403765468189,
+                0.8253858457506277,
+                1.0205839902595195,
+                0.9375845702209917,
+                1.0276192722636466,
+                1.0352781665590673,
+                1.00573951678478,
+                1.0168176366617936,
+                1.0354526336454533,
+                1.409467384284455,
+                1.0173514777145187,
+                0.9176768917465363,
+                0.9987312571300704,
+                1.011937740881034,
+                0.998584402272729,
+                1.056733717686757,
+                1.037552726041927,
+                1.0142258428702424,
+                1.035939823876147,
+                0.9963005677388238,
+                1.0191184901038401,
+                1.0189027476350714,
+                0.9772965657228759,
+                0.9822876158929498,
+                1.1026232958885742,
+                1.0501886707528871,
+                0.9971602814316513,
+                1.0340674788196675,
+                0.9800225335712383,
+                1.0197769718133536,
+                0.9741149929553732,
+                1.042912622378931,
+                0.9736271090391864,
+                1.061534430063924,
+                0.9526685914619262,
+                1.0048497041951536,
+                1.0274317900005205,
+                0.9912072467959292,
+                0.9895627947501346,
+                1.0186115853191826,
+                1.013480663944259,
+                0.9413201803178272,
+                1.0436199704257596,
+                0.9898799364419235,
+                1.0333854032952587,
+                0.9495359391868493,
+                0.9383015025414292,
+                1.0126790152589706,
+                0.9761807480062364,
+                1.0554871962715169,
+                0.9748100083771338,
+                0.9555452645008876,
+                1.0523449870830452,
+                0.9961427848161136,
+                1.2062430696295,
+                1.0118419269696228,
+                0.9775440389434499,
+                0.9524811445180422
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.21119324862957,
+        "72": 0.1383315771818161,
+        "108": 0.09609293192625046,
+        "255": 0.02639915607869625
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-image/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/statlog-image/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca45247a118f9ff0cd56553d7cc58f0ffcc86275
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-image/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 65,
+    "best_val_acc": 0.8892405063291139,
+    "test_acc": 0.8884968242766408,
+    "train_size": 577,
+    "val_size": 316,
+    "test_size": 1417,
+    "stats": {
+        "mean": [
+            [
+                -0.00805977642980937,
+                -0.018866870935875215,
+                0.031481733102252704,
+                -0.043535077989602024,
+                0.004621514436741676,
+                0.01480505808492205,
+                -0.014060085823223602,
+                -0.02213133720970536,
+                0.002966329462738305,
+                0.0030170756499133438,
+                0.002753383032928949,
+                0.0031395960138648014,
+                -0.0019510392547660267,
+                0.0010119288561525432,
+                0.0002420222010398325,
+                0.0026207177123050403,
+                -0.00027903677296360597,
+                -0.004136256395147322
+            ]
+        ],
+        "std": [
+            [
+                0.9953843774509928,
+                1.0074852374270842,
+                1.0783606982862584,
+                0.9028473634226395,
+                1.0693480635548707,
+                1.0940228399134122,
+                0.8711465724120171,
+                0.502597420466186,
+                1.006613669140276,
+                1.0050554458942274,
+                1.0062103872564798,
+                1.0073657656318686,
+                0.9940821219426057,
+                0.9803990682446567,
+                0.9797804248563735,
+                1.0060668347936674,
+                0.9852523228665813,
+                0.9927198570183016
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 23630,
+    "cert_evals": {
+        "36": 0.8313338160514832,
+        "72": 0.7847565412521362,
+        "108": 0.7254763841629028,
+        "255": 0.323923796415329
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-image/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/statlog-image/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..19d70be2e669cb204e7d80683b328df929216696
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-image/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.8647214854111406,
+    "test_acc": 0.8761061946902655,
+    "train_size": 577,
+    "val_size": 377,
+    "test_size": 1356,
+    "stats": {
+        "mean": [
+            [
+                0.05914366984402079,
+                0.022316960745233937,
+                0.06025597920277344,
+                0.004141213171577218,
+                0.06498358975736578,
+                -0.007717641698440197,
+                0.003916004280762564,
+                -0.024700628942807636,
+                -0.011757545424610043,
+                -0.012553493500866587,
+                -0.011469935798960128,
+                -0.011205641403812857,
+                0.0023379489774696394,
+                -0.007725091837088372,
+                0.010744232443674168,
+                -0.011220052305025987,
+                -0.013785179953206241,
+                0.003924050017330997
+            ]
+        ],
+        "std": [
+            [
+                1.024154455792897,
+                0.9811663585132518,
+                1.0550539991337744,
+                1.0439910345858283,
+                1.1416502363087357,
+                0.8904529955722684,
+                1.0841860242487946,
+                0.7205096411504827,
+                0.9892628189620303,
+                0.9876451169861917,
+                0.9910594913771583,
+                0.9889085818803738,
+                1.0052016942584325,
+                1.0015543969928375,
+                1.001939370908761,
+                0.9907018248984832,
+                0.9753060190971025,
+                0.9976064937693578
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 23630,
+    "cert_evals": {
+        "36": 0.8340708017349243,
+        "72": 0.7831858396530151,
+        "108": 0.6969026327133179,
+        "255": 0.33480826020240784
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-image/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/statlog-image/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4aad1c15008dd7e4fe8c30e7f7d0196d8e1b2bb1
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-image/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.8869047619047619,
+    "test_acc": 0.863278453829635,
+    "train_size": 577,
+    "val_size": 336,
+    "test_size": 1397,
+    "stats": {
+        "mean": [
+            [
+                -0.004805442807625656,
+                0.03371339715771235,
+                0.02189034662045027,
+                0.035925407279029334,
+                0.0042291054419410475,
+                0.03768918716984402,
+                0.012717266897746975,
+                0.03924694882149047,
+                0.00528661488734836,
+                0.005418960658578841,
+                0.0062262528249566835,
+                0.0039763388388214865,
+                -0.003098130467937617,
+                0.010604977712305036,
+                -0.01486111181975736,
+                0.007219200675909865,
+                0.014029051389948003,
+                0.01013749448873485
+            ]
+        ],
+        "std": [
+            [
+                1.008276364629133,
+                1.010568100241832,
+                1.0315325534295983,
+                1.1379229784648968,
+                0.9804535280460098,
+                1.2556130480825498,
+                1.057279793514591,
+                1.3153187531590647,
+                1.004023150383831,
+                1.004919767936061,
+                1.0036256590527597,
+                1.0041255432995537,
+                1.0046162783500956,
+                1.0114881398893187,
+                1.0145020055917877,
+                1.0028701935817135,
+                1.0098377455026906,
+                0.990416131086278
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 23630,
+    "cert_evals": {
+        "36": 0.8138868808746338,
+        "72": 0.7623478770256042,
+        "108": 0.6879026293754578,
+        "255": 0.34073013067245483
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c4b5fec3b83b6f8759b84106590d269807a1757
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_0/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.8547671840354767,
+    "test_acc": 0.8547976224172091,
+    "train_size": 2000,
+    "val_size": 902,
+    "test_size": 3533,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 92685,
+    "cert_evals": {
+        "36": 0.825360894203186,
+        "72": 0.7896971702575684,
+        "108": 0.7495046854019165,
+        "255": 0.49448060989379883
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c83bb61ce46137b2553daea4daeab3b880c2e600
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_1/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.8673913043478261,
+    "test_acc": 0.8566145092460882,
+    "train_size": 2000,
+    "val_size": 920,
+    "test_size": 3515,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 92685,
+    "cert_evals": {
+        "36": 0.8267425894737244,
+        "72": 0.7988620400428772,
+        "108": 0.7678521275520325,
+        "255": 0.5789474248886108
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d7e0f3c0af026b263af1884953ad03f63085a6a
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_2/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.8726877040261154,
+    "test_acc": 0.8569397042093287,
+    "train_size": 2000,
+    "val_size": 919,
+    "test_size": 3516,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 92685,
+    "cert_evals": {
+        "36": 0.8321956396102905,
+        "72": 0.8029009699821472,
+        "108": 0.7687712907791138,
+        "255": 0.5776450037956238
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c7c0520601003c17cbc341dba1225f0815dedde
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-landsat/fold_3/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 46,
+    "best_val_acc": 0.8451327433628318,
+    "test_acc": 0.8708581138487681,
+    "train_size": 2000,
+    "val_size": 904,
+    "test_size": 3531,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 92685,
+    "cert_evals": {
+        "36": 0.8397054672241211,
+        "72": 0.8116680383682251,
+        "108": 0.7782497406005859,
+        "255": 0.5446048974990845
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b08c93a45308a3a19f142fba92520035d69a09ef
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.8553681331205836,
+    "test_acc": 0.8567067903012152,
+    "train_size": 14500,
+    "val_size": 8774,
+    "test_size": 34726,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 6126,
+    "cert_evals": {
+        "36": 0.7907331585884094,
+        "72": 0.6624719500541687,
+        "108": 0.5370327830314636,
+        "255": 0.03576570749282837
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed4905d6945256eafdbd883e619c0c557c7c16cc
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.8521341463414634,
+    "test_acc": 0.8602024476724236,
+    "train_size": 14500,
+    "val_size": 8528,
+    "test_size": 34972,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 6126,
+    "cert_evals": {
+        "36": 0.7902607917785645,
+        "72": 0.7051355242729187,
+        "108": 0.6045407652854919,
+        "255": 0.06865492463111877
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a391f07d2bc3667a5d73820f056546d51cfdb1f5
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 45,
+    "best_val_acc": 0.8320645905420992,
+    "test_acc": 0.8281653746770026,
+    "train_size": 14500,
+    "val_size": 8670,
+    "test_size": 34830,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 6126,
+    "cert_evals": {
+        "36": 0.7457364201545715,
+        "72": 0.6527993083000183,
+        "108": 0.5029572248458862,
+        "255": 0.04407120123505592
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..25952d39a6af0b4b1ef4467392d671a35187e52c
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-shuttle/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.9268923630637723,
+    "test_acc": 0.9238059464301194,
+    "train_size": 14500,
+    "val_size": 8891,
+    "test_size": 34609,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 6126,
+    "cert_evals": {
+        "36": 0.8679822683334351,
+        "72": 0.7764453887939453,
+        "108": 0.69265216588974,
+        "255": 0.13531161844730377
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f17e51cd2e8733418c90dc63fa96e83880c3d22
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.6859504132231405,
+    "test_acc": 0.6867704280155642,
+    "train_size": 211,
+    "val_size": 121,
+    "test_size": 514,
+    "stats": {
+        "mean": [
+            [
+                -0.15146149526066363,
+                -0.10432839952606632,
+                -0.059711114691943054,
+                -0.10485173232227493,
+                -0.05972240473933653,
+                0.023982654502369662,
+                -0.09937442175355453,
+                0.0818855733649288,
+                -0.10596828436018967,
+                -0.11517251252132703,
+                -0.08347083222748818,
+                -0.1053934661943128,
+                -0.08422502947867287,
+                0.06107363270142171,
+                -0.09882898767772512,
+                -0.031016796208530723,
+                -0.05365530142180105,
+                -0.07673026919431288
+            ]
+        ],
+        "std": [
+            [
+                0.9244006895318542,
+                0.9269788321694366,
+                0.9738611659537878,
+                0.9392376060519674,
+                0.9423236941745864,
+                1.2031150582278034,
+                0.9189159479510511,
+                0.9554470489794712,
+                0.9165422543676691,
+                0.9419702932342265,
+                0.899283407616931,
+                0.9016819378903871,
+                0.9169739004303826,
+                1.0374334592683703,
+                1.008232147929816,
+                0.9709165003669759,
+                0.9809690311814254,
+                0.9851749395938914
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 23435,
+    "cert_evals": {
+        "36": 0.5953307151794434,
+        "72": 0.49221789836883545,
+        "108": 0.3657587468624115,
+        "255": 0.03501945361495018
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f1ddd38dffe37c2696de78889451738560dabf6
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.7333333333333333,
+    "test_acc": 0.6699029126213593,
+    "train_size": 211,
+    "val_size": 120,
+    "test_size": 515,
+    "stats": {
+        "mean": [
+            [
+                -0.05707185829383899,
+                0.01703814028436017,
+                -0.07233211819905201,
+                -0.08672841545023706,
+                -0.057319243601895775,
+                0.03840272132701431,
+                -0.013982209905213271,
+                0.02121443985781981,
+                -0.007237241706161201,
+                0.0049784149421801165,
+                -0.014029810900473958,
+                -0.016262295578199085,
+                0.0009614558767772847,
+                0.11677855781990558,
+                0.0023493535545024086,
+                -0.010852331753554503,
+                -0.10286354407582957,
+                -0.11368303744075818
+            ]
+        ],
+        "std": [
+            [
+                1.0402738933856586,
+                0.9838455143238437,
+                1.0190627316129826,
+                1.0239103894741375,
+                1.1508302480807033,
+                1.1683856166359436,
+                1.0055121275534542,
+                0.9988185856887961,
+                1.0147533040348673,
+                0.9815814858424408,
+                0.9995251885514925,
+                1.0064285465555274,
+                0.9637935338431834,
+                1.1030605616237845,
+                0.9937126714490084,
+                0.995709949800922,
+                1.0375518355312294,
+                1.0614716810079152
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 23435,
+    "cert_evals": {
+        "36": 0.566990315914154,
+        "72": 0.4427184462547302,
+        "108": 0.3009708821773529,
+        "255": 0.03300970792770386
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6587321ead307c600cf5403181f06c7b1a8d7ec4
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 76,
+    "best_val_acc": 0.7054263565891473,
+    "test_acc": 0.733201581027668,
+    "train_size": 211,
+    "val_size": 129,
+    "test_size": 506,
+    "stats": {
+        "mean": [
+            [
+                -0.021963390047393307,
+                0.015501836018957329,
+                0.03765074758293839,
+                -0.033773345592417056,
+                -0.053714301421800954,
+                0.025012608530805693,
+                0.012391009146919438,
+                0.0011931618483411932,
+                0.003732862559241725,
+                -0.004163105436966835,
+                0.014350785308056885,
+                0.008870320853080559,
+                0.03139527815165877,
+                0.07120188767772496,
+                -0.007286610426540335,
+                0.01621079620853081,
+                -0.11362760189573462,
+                -0.0754560952606636
+            ]
+        ],
+        "std": [
+            [
+                1.0013809830173679,
+                0.9782519614775661,
+                1.0067349356663802,
+                0.9925585379225955,
+                0.9656789538710515,
+                1.079511023393183,
+                1.0086208512176316,
+                0.9976671958575583,
+                1.0053473248040818,
+                0.9749627707710302,
+                1.0173842579149284,
+                1.023042568770406,
+                0.9834183626487213,
+                1.0185730954327057,
+                1.033273817278921,
+                0.9965280678503624,
+                0.9690108913489877,
+                1.0258779208898805
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 23435,
+    "cert_evals": {
+        "36": 0.6422924995422363,
+        "72": 0.5079051852226257,
+        "108": 0.4011857807636261,
+        "255": 0.0573122538626194
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..be4d5d9f2768e52862e6b4229a2f1af86edad163
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/statlog-vehicle/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.7480314960629921,
+    "test_acc": 0.6771653543307087,
+    "train_size": 211,
+    "val_size": 127,
+    "test_size": 508,
+    "stats": {
+        "mean": [
+            [
+                0.04652693270142183,
+                0.020878930331753535,
+                0.004595829952606676,
+                0.050472680521327036,
+                0.10850436966824639,
+                0.11359419241706137,
+                0.0035522710900474227,
+                -0.016401528483412357,
+                0.0019045260663507124,
+                0.02816009017251184,
+                0.02038910379146921,
+                0.003237731909952596,
+                0.0162511691943128,
+                0.05221142748815186,
+                0.04571186824644554,
+                -0.08779599999999993,
+                -0.02366896398104278,
+                -0.04232626635071097
+            ]
+        ],
+        "std": [
+            [
+                1.0660694582459869,
+                0.9954955740331093,
+                1.0005918167210288,
+                1.0225865249631643,
+                1.1919100176742894,
+                1.3676251093574603,
+                0.9782612041335168,
+                1.0070319475298821,
+                0.9609306968438209,
+                0.995608616420587,
+                0.9856739612962143,
+                0.9752124296736733,
+                1.0143856365331891,
+                1.0854963150619814,
+                1.0148237536601927,
+                0.9020045533947828,
+                0.9646100732878,
+                0.9403175219272142
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 23435,
+    "cert_evals": {
+        "36": 0.5649605989456177,
+        "72": 0.42716535925865173,
+        "108": 0.29921260476112366,
+        "255": 0.009842519648373127
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/steel-plates/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/steel-plates/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8613c03c000903187f1ec851ec226c65fee08e5
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/steel-plates/fold_0/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 44,
+    "best_val_acc": 0.6327868852459017,
+    "test_acc": 0.6429192006950478,
+    "train_size": 485,
+    "val_size": 305,
+    "test_size": 1151,
+    "stats": {
+        "mean": [
+            [
+                -0.033171420824742434,
+                -0.03487799787628848,
+                -0.025752341010309272,
+                -0.02575685641237119,
+                -0.013433178123711241,
+                -0.013203120387628779,
+                -0.01932132132144322,
+                -0.015286709072164926,
+                -0.03529740762886613,
+                -0.06188019999999985,
+                0.029282459793814393,
+                0.02461150515463966,
+                -0.02461150515463966,
+                0.02680637649484613,
+                0.05348254682474227,
+                0.04729742422680411,
+                0.037012766989690665,
+                -0.005113711814433202,
+                -0.04244604482474207,
+                0.016299261237113144,
+                0.02038411958762842,
+                0.024304238721649656,
+                0.01957637484536068,
+                0.03119099608247441,
+                0.008960876804329868,
+                -0.0667112558564948,
+                0.03806582750515489
+            ]
+        ],
+        "std": [
+            [
+                0.9756894853975037,
+                0.9770748287077284,
+                0.928969513709341,
+                0.9289613756914903,
+                0.7271911461061646,
+                0.6249440949513447,
+                0.2710442676106522,
+                0.8321078924444775,
+                0.9681819508369377,
+                0.9379050398893956,
+                1.0059681125158686,
+                1.004435542438173,
+                1.004435542438173,
+                1.0374639889594413,
+                0.9990047126903454,
+                0.9783238676858398,
+                0.9859445483202275,
+                0.9264109604441377,
+                0.9798063758731859,
+                0.9885797784975004,
+                0.9993680933241289,
+                0.9978320614999503,
+                0.9928227904046222,
+                0.9831836156202347,
+                0.9769683973001587,
+                0.9740787014301614,
+                0.9975175191485853
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 90510,
+    "cert_evals": {
+        "36": 0.5960034728050232,
+        "72": 0.539530873298645,
+        "108": 0.5056473016738892,
+        "255": 0.31624674797058105
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/steel-plates/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/steel-plates/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe7db6d01eb56f9b44d7b7bb088bdef248d696f4
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/steel-plates/fold_1/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 51,
+    "best_val_acc": 0.721830985915493,
+    "test_acc": 0.6390784982935154,
+    "train_size": 485,
+    "val_size": 284,
+    "test_size": 1172,
+    "stats": {
+        "mean": [
+            [
+                0.03706820797938135,
+                0.03657455558762895,
+                0.014421525546391723,
+                0.014414742845360836,
+                -0.04709934408247418,
+                -0.04852457241237108,
+                -0.033936195713195796,
+                -0.05171317672164952,
+                0.013659632577319523,
+                -0.027462527628865894,
+                0.006293505773195868,
+                0.011990152577319948,
+                -0.011990152577319948,
+                -0.03296888268041301,
+                -0.009405954164948402,
+                -0.043928852597938134,
+                0.002384727134020549,
+                -0.013394573402062043,
+                0.027507874268041282,
+                0.038990112989690746,
+                0.0011484783505151038,
+                -0.02832227346391757,
+                -0.023262162268041238,
+                -0.03206279731958757,
+                -0.003237806419175221,
+                -0.04168354620618558,
+                -0.012072491587628926
+            ]
+        ],
+        "std": [
+            [
+                1.015411156192268,
+                1.0184785548739292,
+                1.121885848311569,
+                1.1218788885198352,
+                0.690006383533972,
+                0.5810603178627508,
+                0.2538653505206093,
+                0.7901091189782915,
+                1.0313073308807894,
+                1.1253321716484355,
+                0.9934036908444747,
+                1.002106781592608,
+                1.002106781592608,
+                0.9446882153445072,
+                1.006327755621702,
+                1.0256643689759664,
+                0.9902082423796534,
+                1.0703705601717843,
+                0.9814029395820514,
+                0.9594928614842593,
+                0.9948279945629597,
+                0.9781432437014432,
+                0.9737318425454382,
+                0.9896265964372553,
+                0.996385694776415,
+                1.1531115464252937,
+                0.9965705557829847
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 90510,
+    "cert_evals": {
+        "36": 0.5870307087898254,
+        "72": 0.5273037552833557,
+        "108": 0.47696244716644287,
+        "255": 0.2713310420513153
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/steel-plates/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/steel-plates/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..572598e4ca9fa94fbc281735bf36bf57b59c918c
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/steel-plates/fold_2/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 44,
+    "best_val_acc": 0.6543624161073825,
+    "test_acc": 0.6511226252158895,
+    "train_size": 485,
+    "val_size": 298,
+    "test_size": 1158,
+    "stats": {
+        "mean": [
+            [
+                0.01349540909278348,
+                0.011743234845361083,
+                0.055380051591752535,
+                0.05537599281030928,
+                -0.002818057010309121,
+                -0.0043726463257731905,
+                -0.011363671857525773,
+                0.0014854367216495697,
+                -0.017973084123711465,
+                -0.019961297319587557,
+                -0.006256404123711325,
+                0.037232857731959154,
+                -0.037232857731959154,
+                -0.057822187216493647,
+                -0.04968943053608254,
+                0.05299214910515458,
+                0.012450677092783526,
+                -0.0152095140206186,
+                -0.021158501278350353,
+                -0.03180742531958788,
+                0.011834936082473834,
+                0.02963465686597942,
+                0.02183907072164954,
+                0.04186944268041253,
+                0.024153798268247404,
+                -0.04557396327835056,
+                0.03912331686597949
+            ]
+        ],
+        "std": [
+            [
+                1.0305115292152447,
+                1.0350302276108283,
+                1.0568148967701887,
+                1.0568064122935077,
+                0.7926988315617414,
+                0.6342514589481083,
+                0.28414711305629714,
+                0.9056134481718624,
+                0.9751665814504833,
+                1.0270919456979695,
+                0.9900679127467883,
+                1.0066006750596284,
+                1.0066006750596284,
+                0.9543742160994036,
+                1.0004136931230714,
+                1.0094115145490878,
+                1.0121553004352448,
+                0.8186606474983903,
+                1.0281436358716267,
+                1.0235390824617858,
+                1.0008479768803218,
+                0.990294035931081,
+                0.9940477374299497,
+                1.000219892821287,
+                0.9933237184970842,
+                0.9852467220628263,
+                0.994697835657597
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 90510,
+    "cert_evals": {
+        "36": 0.6001726984977722,
+        "72": 0.5379965305328369,
+        "108": 0.48877373337745667,
+        "255": 0.30397236347198486
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/steel-plates/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/steel-plates/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc9b7c2e406257921d5d22eb9554c73bb51c838c
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/steel-plates/fold_3/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.6408450704225352,
+    "test_acc": 0.6535836177474402,
+    "train_size": 485,
+    "val_size": 284,
+    "test_size": 1172,
+    "stats": {
+        "mean": [
+            [
+                0.023743463731958805,
+                0.016176765814433166,
+                0.0014892443092783534,
+                0.0014844411752577274,
+                -0.009514525814432954,
+                -0.020205760659793785,
+                -0.01871218610680407,
+                -0.005845208247422769,
+                0.01885683030927834,
+                -0.00661354618556694,
+                0.013281478350515526,
+                0.0035759175257736252,
+                -0.0035759175257736252,
+                0.001803373195877225,
+                -0.050778439121649456,
+                -0.007776909546391795,
+                0.04831092711340207,
+                -0.05191724047422686,
+                -0.019034719298968952,
+                0.018150954639175196,
+                0.009697649484535607,
+                -0.007318674041237245,
+                -0.01604848907216485,
+                -0.0013126113402060792,
+                0.01597799027505155,
+                0.03087437377319595,
+                0.008060444742267966
+            ]
+        ],
+        "std": [
+            [
+                1.035245883833329,
+                1.0366480375890377,
+                1.0283716528913942,
+                1.0283643226814112,
+                0.804966635241197,
+                0.6387301143243845,
+                0.2927267776520207,
+                0.9211566457266325,
+                1.0248177126554818,
+                0.9991241777878153,
+                0.9956957155110975,
+                1.0004628088385008,
+                1.0004628088385008,
+                0.9913012556247199,
+                0.9711702662146896,
+                0.9776882812482338,
+                0.9942196574638761,
+                0.7385409188908473,
+                1.0098201632818302,
+                0.9666923500151875,
+                0.9978814369963841,
+                1.002103883727627,
+                0.9660799436198654,
+                1.0007299152954314,
+                0.9729135128718771,
+                1.03912258961276,
+                1.0093273706219772
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 90510,
+    "cert_evals": {
+        "36": 0.6006825566291809,
+        "72": 0.5486347675323486,
+        "108": 0.4999999701976776,
+        "255": 0.28839588165283203
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0b0ef6e576d7738a6dd26cd07f3c02a52756248
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_0/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.9878048780487805,
+    "test_acc": 0.9755434782608695,
+    "train_size": 150,
+    "val_size": 82,
+    "test_size": 368,
+    "stats": {
+        "mean": [
+            [
+                0.03924785799999999,
+                0.09383712196000003,
+                0.07046625366666667,
+                0.0014863559999998659,
+                -0.05929098933333334,
+                -0.038894416533333365,
+                -0.06979297906666665,
+                0.14184743933333332,
+                -0.017701836666666713,
+                0.031171698399999972,
+                -0.021065953866666622,
+                0.0012081412666666543,
+                -0.04361972219999998,
+                0.0025437976666666416,
+                0.07672977846666663,
+                0.020924183333333297,
+                -0.0169760114666666,
+                0.002974836000000029,
+                0.003983265866666657,
+                -0.024021968200000025,
+                -0.03956240413333334,
+                -0.1248241973333334,
+                -0.05730380093333336,
+                -0.05808679486666668,
+                -0.028370202666666712,
+                -0.09732389666666662,
+                -0.05763924799999995,
+                -0.13051837340000005,
+                -0.05395017553333331,
+                -0.03267161173333333,
+                -0.023729760666666683,
+                -0.07524714946666669,
+                -0.06614863693333331,
+                -0.019300918133333376,
+                -0.030039852199999936,
+                0.011592385653333353,
+                0.031318077333333326,
+                0.01763483633333328,
+                -0.0250934726666667,
+                -0.004898507333333266,
+                0.004217182600000006,
+                -0.0246385992666667,
+                -0.030988849866666696,
+                -0.04759142453333339,
+                -0.01953947740000004,
+                -0.01564450933333335,
+                -0.015787699133333277,
+                0.002320799400000045,
+                0.024963803466666677,
+                -0.007529426400000029,
+                0.04093678893333338,
+                0.015736563599999965,
+                -0.03746829866666665,
+                0.014098554666666692,
+                -0.011547875333333272,
+                -0.02319905666666666,
+                -0.03142149800000005,
+                -0.016265246000000014,
+                0.007930060666666574,
+                -0.023128325933333405
+            ]
+        ],
+        "std": [
+            [
+                0.9961076807315135,
+                0.9206509112843125,
+                1.0540224386437416,
+                1.0522148944257685,
+                0.9493400263469906,
+                1.0413681468006608,
+                1.0206521762883793,
+                1.0022196701786035,
+                0.9563400774380424,
+                0.9609145334914101,
+                1.0024994267345215,
+                0.9932555095692103,
+                0.9717731403065037,
+                0.98032175468797,
+                0.9982624484839073,
+                0.9382038270345618,
+                0.9768753390482254,
+                0.9916308705368667,
+                1.006723658496416,
+                1.0297445317020146,
+                1.032876694551145,
+                0.972144505822908,
+                0.9798593024092027,
+                0.9843687966126489,
+                1.011735889322179,
+                1.0429049244153183,
+                1.0346506734246277,
+                1.0538601962572212,
+                0.9988680991418135,
+                1.0180957806321926,
+                0.9596516599467743,
+                0.9834125851120433,
+                1.0264509047524573,
+                1.041847740419822,
+                0.9781778184682978,
+                1.0266071515222082,
+                1.0054089356966365,
+                0.9672870323425345,
+                1.0086182531503245,
+                0.9476236198433843,
+                0.9903141136237383,
+                0.9773410750044438,
+                0.9739559384791738,
+                1.0166341319600727,
+                1.0066772526142282,
+                0.9830356367906539,
+                0.9703713876993874,
+                1.0032669206080842,
+                0.9780136276281223,
+                0.9963547072355085,
+                0.9891349444554035,
+                0.9865762284560603,
+                0.975071666163836,
+                0.9738556836226393,
+                0.9427521925477134,
+                0.9585723823680283,
+                1.023473462894158,
+                0.974178234052611,
+                0.9584708977350718,
+                0.9781662302529668
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 361485,
+    "cert_evals": {
+        "36": 0.91847825050354,
+        "72": 0.820652186870575,
+        "108": 0.676630437374115,
+        "255": 0.2961956560611725
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2938325f3b56b9a2593f1f4a21237fd4cb3d212
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_1/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.9759036144578314,
+    "test_acc": 0.9700272479564033,
+    "train_size": 150,
+    "val_size": 83,
+    "test_size": 367,
+    "stats": {
+        "mean": [
+            [
+                0.07431676333333329,
+                0.055703143333333274,
+                0.059986597200000005,
+                0.05962913333333327,
+                0.01711391199999998,
+                -0.09842530133333331,
+                -0.037238006933333324,
+                0.04494911246666669,
+                0.03584688633333339,
+                -0.03672074413333339,
+                0.1400467430666667,
+                -0.0017188513300000175,
+                0.09355356086666661,
+                0.08375834533333343,
+                0.10196642733333329,
+                -0.002735159333333399,
+                -0.04132526846666665,
+                0.002115888533333303,
+                -0.04545685346666663,
+                -0.026682441333333327,
+                0.0202955157,
+                0.05891559266666658,
+                0.09727385853333322,
+                0.0824819633333333,
+                -0.003187957799999993,
+                0.019345319200000027,
+                0.015127944066666616,
+                -0.01814940193333335,
+                0.028838950733333313,
+                -0.037662185733333346,
+                -0.03617591013333335,
+                0.015016469333333294,
+                0.03429976273333337,
+                0.0064533666666667005,
+                -0.029528327399999967,
+                -0.020207610346666682,
+                -0.015195800666666651,
+                -0.03826542699999998,
+                -0.0280714353333333,
+                -0.03387643922666661,
+                -0.006132136866666568,
+                -0.06652122866666664,
+                -0.012367441333333272,
+                0.04345637599999996,
+                0.04305291933333331,
+                0.025584800666666543,
+                0.017196319133333353,
+                -0.01777196502666665,
+                -0.07746244253333334,
+                -0.044407173933333335,
+                -0.055261454599999996,
+                -0.052746810399999934,
+                -0.0045274859999999695,
+                -0.025930303333333373,
+                0.035556554666666684,
+                0.009908130666666676,
+                0.016988207333333238,
+                -0.00977137813333338,
+                -0.020683775666666668,
+                0.012211349666666682
+            ]
+        ],
+        "std": [
+            [
+                0.9843088538516878,
+                1.0385221048037923,
+                1.0362809707291913,
+                1.070636491980348,
+                1.036981973032216,
+                1.0535025500445936,
+                1.0486711166621683,
+                1.0486450651360273,
+                1.0014223592087255,
+                0.9374084409356886,
+                0.9860590509896011,
+                0.9753368966519272,
+                1.0333021459864373,
+                0.9876115794841844,
+                1.02068622354422,
+                1.0112690289204789,
+                1.0116637203824093,
+                1.033925288406938,
+                1.0512195357703547,
+                1.018333809220628,
+                0.985055866337006,
+                0.943091921098071,
+                0.9490130762941131,
+                0.99910695778916,
+                1.0356025959908477,
+                1.0026236047334451,
+                1.0141313027658527,
+                0.9956117641629766,
+                1.0018305711459572,
+                1.0053268814426604,
+                1.0314502672967765,
+                1.038459737162511,
+                0.937751592640825,
+                0.9861261142353305,
+                0.9749386073698773,
+                0.9772874202358274,
+                0.9591957253028498,
+                0.9926707359223034,
+                0.9729932139063138,
+                0.9920544640877638,
+                0.9836353401854067,
+                0.99810857871081,
+                1.0023120691127656,
+                0.9517953446574153,
+                1.0036265983538577,
+                1.0142510395016522,
+                0.9769674154680212,
+                1.0141447148508704,
+                1.0111479341233067,
+                0.9771982566562517,
+                0.9980648743000833,
+                0.9633210674621704,
+                0.9823793488227291,
+                0.9870075135806297,
+                0.983054034466811,
+                0.990652388626008,
+                1.0024265300075932,
+                0.9594171079813323,
+                0.9682468460883036,
+                0.9900597520223805
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 361485,
+    "cert_evals": {
+        "36": 0.9455040693283081,
+        "72": 0.9073569178581238,
+        "108": 0.8801089525222778,
+        "255": 0.48501360416412354
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2441ec19e318e40d7f6038003635fd68c00274c
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_2/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9747191011235955,
+    "train_size": 150,
+    "val_size": 94,
+    "test_size": 356,
+    "stats": {
+        "mean": [
+            [
+                -0.114856322,
+                -0.06579790133333327,
+                0.03355098266666663,
+                -0.03648713526666665,
+                -0.0011477239999999878,
+                0.13642399413333328,
+                -0.07596104666666668,
+                -0.0056418873333333374,
+                0.09558374166666667,
+                0.02089898246666667,
+                0.03188003920000004,
+                0.007430201999999999,
+                -0.0038350263999999894,
+                -0.01883838019999997,
+                0.0748425113333334,
+                0.00488779438666673,
+                0.018437261666666697,
+                0.030671767333333304,
+                0.022914690999999977,
+                0.01594029433333337,
+                -0.048436106666666714,
+                -0.0024884444666667177,
+                0.04168678213333334,
+                0.041644789333333244,
+                0.042822868333333354,
+                0.06534793200000001,
+                -0.010656098666666605,
+                -0.006021577466666684,
+                0.04735826933333332,
+                0.025442156333333393,
+                0.017160075866666614,
+                -0.04544196133333331,
+                -0.013476259999999967,
+                0.033218761599999966,
+                -0.005814218000000064,
+                -0.02626612546666666,
+                0.0554423356666666,
+                -0.005378560400000007,
+                0.004365360799999973,
+                0.01993973579999998,
+                -0.013822085533333268,
+                -0.0276612758666667,
+                -0.005520540333333351,
+                0.027592530666666643,
+                -0.0016518936666666988,
+                -0.02964797600000004,
+                -0.016894890799999965,
+                -0.018347165760000048,
+                0.02878474666666673,
+                0.009005892399999991,
+                0.0005037746666666054,
+                -0.010252967199999949,
+                0.009452513999999928,
+                -0.0006035673333334005,
+                -0.023115470666666638,
+                0.0008124299999999337,
+                -0.010064331333333435,
+                0.02198669420666669,
+                0.005671073333333329,
+                0.009682615733333344
+            ]
+        ],
+        "std": [
+            [
+                1.0560741237905633,
+                1.0909763937676147,
+                0.9591104934810897,
+                1.0027353336789389,
+                1.0137393600188147,
+                0.9974355725372859,
+                0.9334185111764193,
+                1.0358338960107323,
+                0.9936794808583214,
+                1.0639561849283727,
+                1.0322757313313562,
+                1.0330482466022683,
+                1.0135503676371944,
+                1.0679076791635504,
+                0.9641245690753236,
+                1.0282675239598804,
+                1.0002353813184108,
+                0.9684654582597145,
+                1.0331226003460752,
+                1.0536462803122515,
+                0.9988253263652744,
+                1.0354371216022098,
+                0.9964647889804219,
+                1.017635225822453,
+                1.0005114917749387,
+                1.021355655521812,
+                0.9645306146203501,
+                1.0113815411448928,
+                0.9806016929287075,
+                1.0144519155296894,
+                1.0265802362924008,
+                1.02000197200153,
+                1.07766142678815,
+                1.0468290903972308,
+                1.0314178108001988,
+                1.000469001033564,
+                1.0450722590473078,
+                1.0325221094946504,
+                1.048894956227836,
+                0.9833702833504419,
+                1.0153917705572146,
+                1.012455383336184,
+                1.0589782810850652,
+                1.0157128503216464,
+                1.0196629247844613,
+                1.0470501606989209,
+                1.0194159827106324,
+                1.0071984093717992,
+                1.0321411977245474,
+                1.043438003333306,
+                1.0407295108896613,
+                1.027173255849118,
+                1.0179448117519239,
+                1.0453526291643118,
+                1.0174480325437838,
+                1.0318194380088317,
+                1.0133347569254487,
+                1.0231404714757075,
+                1.030328051006465,
+                1.0096253910405713
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 361485,
+    "cert_evals": {
+        "36": 0.9269663095474243,
+        "72": 0.9016854166984558,
+        "108": 0.8595505952835083,
+        "255": 0.584269642829895
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..516cde056fffbf3f5045b1f0cba80920a695f571
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/synthetic-control/fold_3/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.9775280898876404,
+    "test_acc": 0.9362880886426593,
+    "train_size": 150,
+    "val_size": 89,
+    "test_size": 361,
+    "stats": {
+        "mean": [
+            [
+                0.1277572366666666,
+                0.04134771529333352,
+                0.021863094333333402,
+                0.014401853333333483,
+                -0.002803757326666718,
+                0.06694332266666667,
+                0.07448979026666658,
+                0.06807802960000005,
+                0.019724051666666666,
+                0.06465353440000006,
+                -0.0428330099999999,
+                -0.07357414919666662,
+                -0.04223157999999999,
+                -0.12545532820000008,
+                -0.04292649966666659,
+                -0.10589588954666669,
+                -0.04041633779999999,
+                0.05218024986666674,
+                0.05426686220000013,
+                0.0227305805333333,
+                0.10614008046666681,
+                0.04376943119999995,
+                -0.013266023600000024,
+                -0.07076259793333334,
+                -0.074043531,
+                -0.08001001866666667,
+                -0.07797701933333334,
+                -0.09792546133333335,
+                -0.061854662000000005,
+                -0.024533988199999985,
+                0.03629900386666665,
+                0.0058454133399999395,
+                0.007318489999999978,
+                0.03803268466666662,
+                0.044273164599999956,
+                0.0013259573333333503,
+                -0.002469843333333337,
+                -0.029172804800000018,
+                -0.05582708400000001,
+                -0.05666843433333332,
+                -0.048033903333333315,
+                -0.06985443860000005,
+                -0.0578782198666667,
+                -0.05657032866666666,
+                -0.026883787333333433,
+                -0.00934031266666669,
+                0.011623247533333353,
+                0.035373553640000055,
+                0.013784810000000043,
+                0.005969853333333333,
+                0.02904661893333334,
+                0.02376045733333324,
+                -0.02384677466666665,
+                -0.05474407806666669,
+                -0.06623972000000003,
+                -0.06898137600000002,
+                -0.07447672184000008,
+                -0.08693477600000002,
+                -0.05651159700000001,
+                -0.03601778493333341
+            ]
+        ],
+        "std": [
+            [
+                0.9996137529479245,
+                1.0036117435912413,
+                1.0522681023859373,
+                1.1119684771253828,
+                1.0298920232178084,
+                1.070456358378364,
+                1.0922136476449562,
+                0.9445072794294876,
+                0.9503254307664003,
+                0.9324621895873916,
+                0.9965913991681153,
+                1.1062786611692523,
+                1.1218688680681206,
+                1.0020156097641995,
+                1.0418972253640428,
+                0.9838023238329702,
+                0.9853089091257823,
+                1.0414927333939905,
+                1.0350491750495694,
+                1.0308468611443276,
+                1.0024128778412678,
+                0.9938024611079457,
+                0.9539537713906278,
+                0.9088792441254281,
+                0.9267414020449568,
+                1.0592924551372531,
+                1.035601875159454,
+                1.0348290235762594,
+                1.0072879218281139,
+                1.0455750589807704,
+                0.9984184008706671,
+                0.966055737300902,
+                0.9991473365977808,
+                1.0374974178986145,
+                0.9976106602571032,
+                0.9683911885436237,
+                0.9999529450897607,
+                0.9934502585034328,
+                1.0060525583431303,
+                0.9969439583936579,
+                1.0032737317903146,
+                1.006882715938048,
+                0.9888037727439014,
+                0.997171098741018,
+                1.0163770279221114,
+                0.9925585952400967,
+                1.0393735568577307,
+                1.0254123445542493,
+                1.0212979411217074,
+                1.0292884216225284,
+                0.9986396756965731,
+                0.9791900111960249,
+                1.0282697752335705,
+                1.0042624464425858,
+                1.014742625093536,
+                1.0220728519074882,
+                0.9823536621313895,
+                1.0001527437069238,
+                1.0095902426275776,
+                1.0166981511490805
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 361485,
+    "cert_evals": {
+        "36": 0.9030470848083496,
+        "72": 0.8614957928657532,
+        "108": 0.8227146863937378,
+        "255": 0.4736841917037964
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/teaching/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/teaching/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..123de02c87ff81e04d8cd558a81bf003aef026d8
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/teaching/fold_0/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.4090909090909091,
+    "test_acc": 0.5384615384615384,
+    "train_size": 38,
+    "val_size": 22,
+    "test_size": 91,
+    "stats": {
+        "mean": [
+            [
+                -0.11332560526315784,
+                -0.17121901315789478,
+                0.029873731578947377,
+                -0.30744157894736857,
+                -0.12647241315789476
+            ]
+        ],
+        "std": [
+            [
+                1.0757021171452221,
+                0.9379212090884154,
+                0.9728178435489211,
+                1.2214091484203293,
+                1.0035868928906388
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5738,
+    "cert_evals": {
+        "36": 0.32967033982276917,
+        "72": 0.021978022530674934,
+        "108": 0.010989011265337467,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/teaching/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/teaching/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9815ccb4bed0925b82401dd01921632c96853217
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/teaching/fold_1/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.25,
+    "test_acc": 0.31958762886597936,
+    "train_size": 38,
+    "val_size": 16,
+    "test_size": 97,
+    "stats": {
+        "mean": [
+            [
+                0.08642726315789476,
+                0.17190744736842098,
+                0.21345746842105265,
+                0.20351052631578942,
+                0.02251846578947367
+            ]
+        ],
+        "std": [
+            [
+                0.9226189788343568,
+                0.9529276096944189,
+                1.0986997290584972,
+                0.7479572951992832,
+                0.9794960526322802
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5738,
+    "cert_evals": {
+        "36": 0.2164948433637619,
+        "72": 0.1649484485387802,
+        "108": 0.07216494530439377,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/teaching/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/teaching/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba5b0b0413d863defb3126b35722f936db900985
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/teaching/fold_2/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.375,
+    "test_acc": 0.2808988764044944,
+    "train_size": 38,
+    "val_size": 24,
+    "test_size": 89,
+    "stats": {
+        "mean": [
+            [
+                -0.11332560526315784,
+                0.02154873684210526,
+                -0.18742893684210518,
+                -0.08846210526315801,
+                -0.16320968421052634
+            ]
+        ],
+        "std": [
+            [
+                1.0757021171452221,
+                0.983440529661239,
+                0.8586823726924572,
+                1.0752563594695814,
+                0.9991610142309885
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5738,
+    "cert_evals": {
+        "36": 0.11235955357551575,
+        "72": 0.07865168899297714,
+        "108": 0.04494382068514824,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/teaching/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/teaching/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..74811ba89223cdddf55ac43aaef93b0188149527
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/teaching/fold_3/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5555555555555556,
+    "test_acc": 0.3157894736842105,
+    "train_size": 38,
+    "val_size": 18,
+    "test_size": 95,
+    "stats": {
+        "mean": [
+            [
+                0.0864272631578948,
+                -0.03628181578947368,
+                -0.2848404736842105,
+                0.057524210526315775,
+                -0.050956549999999996
+            ]
+        ],
+        "std": [
+            [
+                0.9226189788343567,
+                1.030764765505801,
+                0.8345079992343973,
+                0.9376140898091212,
+                1.1033171507511983
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5738,
+    "cert_evals": {
+        "36": 0.2947368621826172,
+        "72": 0.2631579041481018,
+        "108": 0.15789474546909332,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/thyroid/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/thyroid/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4ca28bc38d114e45f97e59c14bc66ddb50b7b32
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/thyroid/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.8844672657252889,
+    "test_acc": 0.8950885399264952,
+    "train_size": 3428,
+    "val_size": 779,
+    "test_size": 2993,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 23754,
+    "cert_evals": {
+        "36": 0.8182425498962402,
+        "72": 0.7036418318748474,
+        "108": 0.5806882977485657,
+        "255": 0.24457067251205444
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/thyroid/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/thyroid/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1767975f4e3c7ac8a3202ce58ff5fb21d381257
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/thyroid/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.9024707412223667,
+    "test_acc": 0.8931068931068931,
+    "train_size": 3428,
+    "val_size": 769,
+    "test_size": 3003,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 23754,
+    "cert_evals": {
+        "36": 0.8075258135795593,
+        "72": 0.6836496591567993,
+        "108": 0.5534465312957764,
+        "255": 0.23409922420978546
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/thyroid/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/thyroid/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab1cbe8cec5160952ce228a294b7417c99e36563
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/thyroid/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.8840399002493765,
+    "test_acc": 0.8747474747474747,
+    "train_size": 3428,
+    "val_size": 802,
+    "test_size": 2970,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 23754,
+    "cert_evals": {
+        "36": 0.7835016250610352,
+        "72": 0.6471379995346069,
+        "108": 0.5077440738677979,
+        "255": 0.22659932076931
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/thyroid/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/thyroid/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..88d488a68a97b978738a5e2a85d2b66c1649644f
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/thyroid/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.8978723404255319,
+    "test_acc": 0.8878382784479948,
+    "train_size": 3428,
+    "val_size": 705,
+    "test_size": 3067,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 23754,
+    "cert_evals": {
+        "36": 0.8001304268836975,
+        "72": 0.6768829822540283,
+        "108": 0.5467883944511414,
+        "255": 0.24095207452774048
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f5619b2ad5aa1e4cb04324f98fe80f794aa25674
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 64,
+    "best_val_acc": 0.7808219178082192,
+    "test_acc": 0.8272251308900523,
+    "train_size": 239,
+    "val_size": 146,
+    "test_size": 573,
+    "stats": {
+        "mean": [
+            [
+                -0.06774635146443425,
+                0.01449869790794993,
+                0.05074422594142255,
+                -0.014738167364016513,
+                0.015902112970711264,
+                0.01937172301255273,
+                -0.05826698744769888,
+                0.06322694058577437,
+                -0.03456911297071133
+            ]
+        ],
+        "std": [
+            [
+                0.9772364146923964,
+                0.9898671665296854,
+                0.9927899252300538,
+                1.0052200080228313,
+                1.0139839580724326,
+                1.0321649186622677,
+                0.9396177418537401,
+                0.9908262445058792,
+                1.022463266648573
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5961,
+    "cert_evals": {
+        "36": 0.6771378517150879,
+        "72": 0.5026178359985352,
+        "108": 0.34729495644569397,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dfc57a99b715cf3f103e89d90572b09adc2d7cd5
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 50,
+    "best_val_acc": 0.7361111111111112,
+    "test_acc": 0.76,
+    "train_size": 239,
+    "val_size": 144,
+    "test_size": 575,
+    "stats": {
+        "mean": [
+            [
+                0.055483841004184395,
+                -0.00011965439330530087,
+                0.00808757322175727,
+                -0.029356599999999875,
+                0.039023707112970575,
+                0.019371482008368506,
+                -0.08670484518828446,
+                -0.039102302092049956,
+                0.027046133891213308
+            ]
+        ],
+        "std": [
+            [
+                0.9957045497387771,
+                1.0146010728149857,
+                1.003301186901333,
+                1.0124926159677299,
+                0.9987054895066753,
+                0.9814356430315144,
+                0.973828360138658,
+                1.0003184664932105,
+                0.9832177518418727
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5961,
+    "cert_evals": {
+        "36": 0.6695652604103088,
+        "72": 0.573913037776947,
+        "108": 0.46782609820365906,
+        "255": 0.052173912525177
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ffd82d5282c3766abd6f329823d4a8a8b5b2e29c
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 71,
+    "best_val_acc": 0.8473282442748091,
+    "test_acc": 0.8384353741496599,
+    "train_size": 239,
+    "val_size": 131,
+    "test_size": 588,
+    "stats": {
+        "mean": [
+            [
+                -0.04878792468619211,
+                0.0047529958158996155,
+                0.09814042677824272,
+                -0.024483735564853226,
+                0.034399451882844975,
+                -0.009865222594141925,
+                -0.02508974895397498,
+                0.004753076150627897,
+                -0.04878784100418414
+            ]
+        ],
+        "std": [
+            [
+                1.001934480203885,
+                0.9778484267660271,
+                1.0046660181235467,
+                1.0212723008937266,
+                1.0210245107562923,
+                1.0306454853299336,
+                0.9862518055799147,
+                0.9951065507668124,
+                0.9747736634076275
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5961,
+    "cert_evals": {
+        "36": 0.7176870703697205,
+        "72": 0.5646258592605591,
+        "108": 0.41326528787612915,
+        "255": 0.02210884355008602
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9d6ba531577c9e6aed6bf1ac2f6652e74901597
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/tic-tac-toe/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.6739130434782609,
+    "test_acc": 0.6437177280550774,
+    "train_size": 239,
+    "val_size": 138,
+    "test_size": 581,
+    "stats": {
+        "mean": [
+            [
+                0.10288007531380783,
+                0.04373577740585817,
+                0.041264979079497874,
+                -0.034229491213389085,
+                -0.05346292050209214,
+                -0.1999054092050213,
+                0.08392158158995812,
+                0.07297261589958158,
+                -0.05826715481171532
+            ]
+        ],
+        "std": [
+            [
+                0.9966065572515563,
+                1.018968015200093,
+                0.9922920069375739,
+                0.9979419605462078,
+                0.9801398510182366,
+                0.9915447189713678,
+                0.9965163996887837,
+                0.9964419395653665,
+                0.9951178388160773
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5961,
+    "cert_evals": {
+        "36": 0.5111876130104065,
+        "72": 0.40447503328323364,
+        "108": 0.2908777892589569,
+        "255": 0.030981067568063736
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/titanic/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/titanic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c18db1eab13acd5303990e4bd022d84a45de24e6
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/titanic/fold_0/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.7690140845070422,
+    "test_acc": 0.7530864197530864,
+    "train_size": 550,
+    "val_size": 355,
+    "test_size": 1296,
+    "stats": {
+        "mean": [
+            [
+                -0.033479024545449286,
+                -0.04388359999999998,
+                0.04633865636363635
+            ]
+        ],
+        "std": [
+            [
+                1.0184009911459524,
+                0.9030112522482995,
+                0.965727266734473
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5577,
+    "cert_evals": {
+        "36": 0.654321014881134,
+        "72": 0.13966049253940582,
+        "108": 0.09567901492118835,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/titanic/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/titanic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..af7dbbedc5955f208b220031545f3f2906ea48de
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/titanic/fold_1/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.8223495702005731,
+    "test_acc": 0.771889400921659,
+    "train_size": 550,
+    "val_size": 349,
+    "test_size": 1302,
+    "stats": {
+        "mean": [
+            [
+                0.00599657709091412,
+                -0.02712665454545435,
+                0.02416022909090901
+            ]
+        ],
+        "std": [
+            [
+                0.993203063568118,
+                0.9413765013907114,
+                0.9824417459762911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5577,
+    "cert_evals": {
+        "36": 0.6912442445755005,
+        "72": 0.6321044564247131,
+        "108": 0.6321044564247131,
+        "255": 0.11520737409591675
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/titanic/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/titanic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e6cc14e686b3b777dc568d0a0f39506b0ed98cd
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/titanic/fold_2/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.7413249211356467,
+    "test_acc": 0.7773613193403298,
+    "train_size": 550,
+    "val_size": 317,
+    "test_size": 1334,
+    "stats": {
+        "mean": [
+            [
+                0.014578170545459438,
+                -0.043883600000000356,
+                0.03303160000000017
+            ]
+        ],
+        "std": [
+            [
+                1.0150806710594007,
+                0.9030112522482996,
+                0.9758508000000029
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5577,
+    "cert_evals": {
+        "36": 0.17991004884243011,
+        "72": 0.013493253849446774,
+        "108": 0.013493253849446774,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/titanic/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/titanic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..78a7ca5d71b0be31ca49d9fd4ffadb673ccf1e7b
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/titanic/fold_3/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.7784256559766763,
+    "test_acc": 0.7851681957186545,
+    "train_size": 550,
+    "val_size": 343,
+    "test_size": 1308,
+    "stats": {
+        "mean": [
+            [
+                0.0077128369090957785,
+                -0.027126654545454543,
+                -0.0290679963636369
+            ]
+        ],
+        "std": [
+            [
+                1.026123748181085,
+                0.9413765013907113,
+                1.0194745387594568
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5577,
+    "cert_evals": {
+        "36": 0.7117737531661987,
+        "72": 0.6460244655609131,
+        "108": 0.45183488726615906,
+        "255": 0.0030581040773540735
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/trains/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/trains/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..401c495f780ec7c319712a91b2ce80a796750055
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/trains/fold_0/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.6,
+    "test_acc": 0.3333333333333333,
+    "train_size": 2,
+    "val_size": 5,
+    "test_size": 3,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                -0.9717294999999999,
+                -0.316228,
+                0.621059,
+                0.786374,
+                -0.474342,
+                -0.369273,
+                -0.316228,
+                -0.41404050000000003,
+                -0.161281,
+                1.264911,
+                0.2108185,
+                -0.08519500000000002,
+                -0.685249,
+                -0.7115125,
+                -0.29632100000000006,
+                0.398527,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                0.41404050000000003,
+                -0.774597,
+                -0.774597,
+                0.711514,
+                -0.316228,
+                0.41404050000000003,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                0.6073305,
+                1.0,
+                1.0,
+                0.406746,
+                1.0,
+                0.7385470000000001,
+                1.0,
+                1.0350995,
+                0.322562,
+                1.581139,
+                0.5270465,
+                1.2779150000000001,
+                0.571041,
+                0.16940750000000004,
+                0.740799,
+                1.328423,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0350995,
+                1.0,
+                1.0,
+                1.185856,
+                1.0,
+                1.0350995,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 90377,
+    "cert_evals": {
+        "36": 0.3333333432674408,
+        "72": 0.3333333432674408,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/trains/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/trains/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2370a2ccb6782d40c8602c2c67ac315fa12bc802
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/trains/fold_1/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 1.0,
+    "test_acc": 0.75,
+    "train_size": 2,
+    "val_size": 4,
+    "test_size": 4,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                -0.36439749999999993,
+                -0.316228,
+                0.621059,
+                0.10846649999999997,
+                -0.474342,
+                0.7385470000000001,
+                1.264911,
+                -1.44914,
+                -0.8064045,
+                1.264911,
+                -0.316228,
+                -0.5111665000000001,
+                -0.11420999999999992,
+                -0.7115125,
+                -0.29632100000000006,
+                -0.5977899999999999,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                0.41404050000000003,
+                0.19365149999999998,
+                0.19365149999999998,
+                -0.474342,
+                -0.316228,
+                -0.621059,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                1.2146625,
+                1.0,
+                1.0,
+                1.0846535,
+                1.0,
+                0.3692730000000001,
+                1.581139,
+                1.0,
+                0.9676855,
+                1.581139,
+                1.0,
+                0.8519435000000001,
+                1.14208,
+                0.16940750000000004,
+                0.740799,
+                0.33210599999999996,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0350995,
+                0.9682485,
+                0.9682485,
+                1.0,
+                1.0,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 90377,
+    "cert_evals": {
+        "36": 0.75,
+        "72": 0.75,
+        "108": 0.75,
+        "255": 0.25
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/trains/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/trains/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..46a6ab0fdd8a80c54447e29a91de42838a0784d9
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/trains/fold_2/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.6666666666666666,
+    "train_size": 2,
+    "val_size": 2,
+    "test_size": 6,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                -0.36439749999999993,
+                -0.316228,
+                0.621059,
+                0.10846649999999997,
+                -0.474342,
+                0.7385470000000001,
+                1.264911,
+                -1.44914,
+                -0.8064045,
+                1.264911,
+                -0.316228,
+                -0.5111665000000001,
+                -0.11420999999999992,
+                -0.7115125,
+                -0.29632100000000006,
+                -0.5977899999999999,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                0.41404050000000003,
+                0.19365149999999998,
+                0.19365149999999998,
+                -0.474342,
+                -0.316228,
+                -0.621059,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                1.2146625,
+                1.0,
+                1.0,
+                1.0846535,
+                1.0,
+                0.3692730000000001,
+                1.581139,
+                1.0,
+                0.9676855,
+                1.581139,
+                1.0,
+                0.8519435000000001,
+                1.14208,
+                0.16940750000000004,
+                0.740799,
+                0.33210599999999996,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0350995,
+                0.9682485,
+                0.9682485,
+                1.0,
+                1.0,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 90377,
+    "cert_evals": {
+        "36": 0.5,
+        "72": 0.5,
+        "108": 0.5,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/trains/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/trains/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d8d79657868bc9138a60d84ccea57257d97a54b
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/trains/fold_3/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 1.0,
+    "test_acc": 0.5,
+    "train_size": 2,
+    "val_size": 2,
+    "test_size": 6,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                0.24293300000000004,
+                1.264911,
+                -0.41404050000000003,
+                -1.1117685,
+                -0.474342,
+                0.7385470000000001,
+                1.264911,
+                -0.41404050000000003,
+                -0.32255999999999996,
+                -0.316228,
+                -1.370319,
+                -0.5111665000000001,
+                -0.11420999999999992,
+                -0.7115125,
+                -0.29632100000000006,
+                -0.5977899999999999,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                -0.621059,
+                0.19365149999999998,
+                1.1619,
+                -0.474342,
+                -0.316228,
+                -0.621059,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                0.607332,
+                1.581139,
+                1.0350995,
+                0.13558149999999997,
+                1.0,
+                0.3692730000000001,
+                1.581139,
+                1.0350995,
+                1.45153,
+                1.0,
+                1.0540910000000001,
+                0.8519435000000001,
+                1.14208,
+                0.16940750000000004,
+                0.740799,
+                0.33210599999999996,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9682485,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 90377,
+    "cert_evals": {
+        "36": 0.5,
+        "72": 0.3333333432674408,
+        "108": 0.3333333432674408,
+        "255": 0.1666666716337204
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/twonorm/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/twonorm/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..73a0bdc4f9d3c660428027e92e7b3b02bb2260f4
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/twonorm/fold_0/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.977961432506887,
+    "test_acc": 0.9751176866173503,
+    "train_size": 1850,
+    "val_size": 1089,
+    "test_size": 4461,
+    "stats": {
+        "mean": [
+            [
+                -0.014544049503783818,
+                -0.003368689291891876,
+                0.016772092459459455,
+                0.0019175647345946178,
+                -0.02506532699859457,
+                0.0038982543675675696,
+                0.019339146565999932,
+                -0.009895024481081047,
+                0.006385932609729719,
+                -0.0014487788735135277,
+                -0.02301627440935135,
+                -0.005151859209189199,
+                0.008102996605405427,
+                -0.0044304854756756626,
+                0.0017575496378378407,
+                -0.009554797715135191,
+                0.026529897787837913,
+                0.02922682911891893,
+                -0.01169157914054059,
+                -0.004898149291891907
+            ]
+        ],
+        "std": [
+            [
+                1.008740635111714,
+                1.0057995039659557,
+                0.9837382170327289,
+                1.0009348723588565,
+                0.9894373169495185,
+                0.9855025922172592,
+                1.0016273845342372,
+                1.0019232777130362,
+                1.0102983788423001,
+                0.989126863772442,
+                1.014473431822349,
+                0.9873937513386905,
+                1.0120815536633763,
+                1.0026507637547364,
+                0.9944344640609678,
+                1.0009003980137419,
+                1.017029495884869,
+                0.9934459224888799,
+                1.005170519855988,
+                1.0182286286784454
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 23561,
+    "cert_evals": {
+        "36": 0.9643577933311462,
+        "72": 0.9468729496002197,
+        "108": 0.9231114387512207,
+        "255": 0.7800941467285156
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/twonorm/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/twonorm/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..72d9900b4c3e2de6df508fc500f02cfbd9443a93
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/twonorm/fold_1/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.984182776801406,
+    "test_acc": 0.9771078875793291,
+    "train_size": 1850,
+    "val_size": 1138,
+    "test_size": 4412,
+    "stats": {
+        "mean": [
+            [
+                -0.011274481706054077,
+                0.0010725280108108113,
+                0.04904605430486482,
+                0.00013406402702702838,
+                0.0037092568978378815,
+                -0.03159644886486481,
+                0.00852751402702707,
+                -0.014074217665405411,
+                0.026686750430270245,
+                0.023341407989189197,
+                0.00574216419659461,
+                -0.019635965771891885,
+                0.04072469101081081,
+                0.00963421142594593,
+                -0.044921805624324275,
+                -0.025982841086486463,
+                -0.0002432451580000008,
+                -0.011375726291891854,
+                0.021153889262702744,
+                0.01900583370702701
+            ]
+        ],
+        "std": [
+            [
+                0.9976085735229742,
+                1.0108425474557818,
+                1.0105604700510442,
+                1.0350336168987333,
+                0.990362036249636,
+                0.9744762030983907,
+                1.0066091603129825,
+                0.984656658886602,
+                0.9965234554482512,
+                0.973435364067005,
+                0.9921055599456662,
+                1.0065413490604112,
+                1.0042400869906856,
+                0.9880184758483341,
+                0.9898502752755675,
+                0.992736848303296,
+                0.9922171097916167,
+                1.0043754412776131,
+                0.9893350555688326,
+                0.9868441569808528
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 23561,
+    "cert_evals": {
+        "36": 0.9635086059570312,
+        "72": 0.9508159756660461,
+        "108": 0.932456910610199,
+        "255": 0.8055303692817688
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/twonorm/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/twonorm/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcf6e62de3b4b2eaf71f1dd67931b18e9e830927
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/twonorm/fold_2/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.9767441860465116,
+    "test_acc": 0.9799187725631769,
+    "train_size": 1850,
+    "val_size": 1118,
+    "test_size": 4432,
+    "stats": {
+        "mean": [
+            [
+                0.003976000881081077,
+                0.010715774432432398,
+                -0.017786920248648645,
+                0.0036804860497297266,
+                0.002183984135675682,
+                0.01946380120540544,
+                -0.009359299564702704,
+                -0.02816081002594586,
+                0.031211165720540515,
+                0.0197382945891892,
+                0.004506140226864866,
+                -0.01331618493945946,
+                0.014995027385405353,
+                -0.001854380632432439,
+                -0.01958510810810805,
+                -0.00386884019891889,
+                -0.017393956009891888,
+                -0.0021528696070270597,
+                0.005169307811351341,
+                0.0024582379264864846
+            ]
+        ],
+        "std": [
+            [
+                1.009760000740286,
+                1.0090347482418227,
+                1.0148186512036792,
+                1.0060022323323823,
+                0.9990626780886653,
+                0.9896872166496508,
+                0.9763805914536888,
+                0.9957691924612021,
+                0.9906698247495431,
+                1.0035665264537232,
+                0.9947437173054162,
+                1.0004339807413987,
+                0.9823451342038293,
+                1.0178129069401878,
+                1.020030588883728,
+                1.0098245678900148,
+                0.9925509761821191,
+                0.984129704899966,
+                1.021860274128779,
+                1.0179863343134843
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 23561,
+    "cert_evals": {
+        "36": 0.9681859016418457,
+        "72": 0.952617347240448,
+        "108": 0.9323104619979858,
+        "255": 0.7935469150543213
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/twonorm/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/twonorm/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3aaa80627fca663311bb012503eca27d74f819c4
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/twonorm/fold_3/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.98125,
+    "test_acc": 0.9790067720090293,
+    "train_size": 1850,
+    "val_size": 1120,
+    "test_size": 4430,
+    "stats": {
+        "mean": [
+            [
+                -0.020650926096864895,
+                0.0029367999405405425,
+                -0.006630237378378379,
+                0.010420081979243248,
+                -0.001797412861621615,
+                0.006000229992972958,
+                0.02513403323243256,
+                -0.04051091970432429,
+                0.016437013362162183,
+                0.008169780156756753,
+                0.010605073612270283,
+                -0.014074353574054115,
+                0.001890994940540519,
+                -0.00912456161891894,
+                -0.011556316408108112,
+                -0.004322038713513496,
+                -0.0011294842637837807,
+                -0.006298975859459421,
+                0.017070309424864923,
+                0.0166714651562162
+            ]
+        ],
+        "std": [
+            [
+                0.9799722867298174,
+                0.9831760308737035,
+                1.0071900480073166,
+                1.003544153680456,
+                0.9998334222405475,
+                0.997242014320636,
+                0.9816671365897304,
+                0.9927759081786102,
+                1.0236053141912813,
+                0.9882650425660089,
+                1.0199540485168141,
+                0.9750354662835033,
+                1.000698654175577,
+                0.9953898045603353,
+                0.9850292707815245,
+                0.9950063778865423,
+                0.9842233774554926,
+                1.0005588371487018,
+                1.0122840782683846,
+                1.0155158561773454
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 23561,
+    "cert_evals": {
+        "36": 0.9661399126052856,
+        "72": 0.949661374092102,
+        "108": 0.9257336258888245,
+        "255": 0.7697516679763794
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d61a6c91f2593065f50b94a6547c88c2e6aa7ae
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.864406779661017,
+    "test_acc": 0.7298850574712644,
+    "train_size": 77,
+    "val_size": 59,
+    "test_size": 174,
+    "stats": {
+        "mean": [
+            [
+                -0.04851593662337664,
+                -0.013603715584415602,
+                0.017817786623376606,
+                -0.052196842324675335,
+                -0.002157415584415587,
+                -0.03604349805194806
+            ]
+        ],
+        "std": [
+            [
+                0.9285507134809343,
+                1.06595981877074,
+                0.9952787423256769,
+                0.8624418582955644,
+                0.9372946280214954,
+                0.7536679299194217
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5769,
+    "cert_evals": {
+        "36": 0.6781609058380127,
+        "72": 0.5919539928436279,
+        "108": 0.4712643623352051,
+        "255": 0.1666666716337204
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb292d9a51ba63f396e9a4296b79b987d07929d7
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.7857142857142857,
+    "test_acc": 0.7539267015706806,
+    "train_size": 77,
+    "val_size": 42,
+    "test_size": 191,
+    "stats": {
+        "mean": [
+            [
+                -0.01160272857142857,
+                0.19142412077922066,
+                0.13749096324675333,
+                -0.1576678293376624,
+                0.1349718081818182,
+                0.01367927922077926
+            ]
+        ],
+        "std": [
+            [
+                0.9739076978851005,
+                1.1234128014311557,
+                1.0980714645789118,
+                0.9124304878226723,
+                0.8779104710989865,
+                0.8103068848046617
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5769,
+    "cert_evals": {
+        "36": 0.6596858501434326,
+        "72": 0.46073299646377563,
+        "108": 0.21989528834819794,
+        "255": 0.005235602147877216
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1978fd494ce53d99fede737a46566091b786c901
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8823529411764706,
+    "test_acc": 0.8076923076923077,
+    "train_size": 77,
+    "val_size": 51,
+    "test_size": 182,
+    "stats": {
+        "mean": [
+            [
+                -0.08900769350649353,
+                0.022068336363636327,
+                -0.17777378870129867,
+                -0.13070269816883123,
+                -0.08019039701298694,
+                0.034270005844155946
+            ]
+        ],
+        "std": [
+            [
+                1.1891598679346718,
+                1.0629718968025748,
+                0.9683921685715591,
+                1.1934548554540982,
+                1.0519483392859137,
+                1.4108241281173226
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5769,
+    "cert_evals": {
+        "36": 0.598901093006134,
+        "72": 0.34065935015678406,
+        "108": 0.2032967060804367,
+        "255": 0.005494505632668734
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab20981655a75af6787241e6408e47119f063b21
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/vertebral-column-2clases/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 47,
+    "best_val_acc": 0.8043478260869565,
+    "test_acc": 0.7914438502673797,
+    "train_size": 77,
+    "val_size": 46,
+    "test_size": 187,
+    "stats": {
+        "mean": [
+            [
+                -0.06772925194805193,
+                -0.07967984805194804,
+                -0.14121441038961047,
+                -0.02757299220779231,
+                -0.014883416753246786,
+                -0.1100020467532468
+            ]
+        ],
+        "std": [
+            [
+                1.0828152543652132,
+                1.0199396915025827,
+                0.9339640371725322,
+                0.9916023829290741,
+                1.077978313814909,
+                0.7401101130023645
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5769,
+    "cert_evals": {
+        "36": 0.7379679083824158,
+        "72": 0.6631016135215759,
+        "108": 0.5454545617103577,
+        "255": 0.26737967133522034
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..efa679bb622613ea419d513e9e02dd33f9cc570a
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.7954545454545454,
+    "test_acc": 0.7566137566137566,
+    "train_size": 77,
+    "val_size": 44,
+    "test_size": 189,
+    "stats": {
+        "mean": [
+            [
+                -0.017758871428571372,
+                -0.13893042727272728,
+                -0.08468526142857148,
+                0.08071379740259733,
+                0.06779229129870129,
+                0.08923458311688294
+            ]
+        ],
+        "std": [
+            [
+                1.0953816731705295,
+                0.8966984943146973,
+                0.956938148341136,
+                1.2077590425927807,
+                1.073031602135157,
+                1.464104633953606
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5802,
+    "cert_evals": {
+        "36": 0.6190475821495056,
+        "72": 0.4973544776439667,
+        "108": 0.38624337315559387,
+        "255": 0.16402116417884827
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5c061951651f0c4aecdc70c5ea85901eab59927
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.6666666666666666,
+    "test_acc": 0.6927374301675978,
+    "train_size": 77,
+    "val_size": 54,
+    "test_size": 179,
+    "stats": {
+        "mean": [
+            [
+                -0.049201149350649384,
+                -0.06358896883116881,
+                -0.11700971038961039,
+                -0.01579821818181819,
+                -6.0709350649427305e-05,
+                0.0891967623376624
+            ]
+        ],
+        "std": [
+            [
+                1.093043067173537,
+                1.0341900281252163,
+                0.948390256340442,
+                1.1192974642236186,
+                1.0160280673716198,
+                1.4089004707085644
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5802,
+    "cert_evals": {
+        "36": 0.5754189491271973,
+        "72": 0.44692736864089966,
+        "108": 0.3463687002658844,
+        "255": 0.10614524781703949
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..63b4a3d6afae516581f932121190c12da87e84e3
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.7678571428571429,
+    "test_acc": 0.8135593220338984,
+    "train_size": 77,
+    "val_size": 56,
+    "test_size": 177,
+    "stats": {
+        "mean": [
+            [
+                -0.030620783376623464,
+                -0.15526778051948048,
+                -0.0557417341558442,
+                0.0764179809090909,
+                -0.11299565064935047,
+                -0.10344603831168832
+            ]
+        ],
+        "std": [
+            [
+                0.9944305280127423,
+                0.9108287434677631,
+                0.8529822131400763,
+                0.9664086884725089,
+                0.9649650863065573,
+                0.713799883374489
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5802,
+    "cert_evals": {
+        "36": 0.7344632744789124,
+        "72": 0.598870038986206,
+        "108": 0.4858756959438324,
+        "255": 0.2598870098590851
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0a6ae058758d46482eee57b4abe35c516683ff9
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/vertebral-column-3clases/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 84,
+    "best_val_acc": 0.7735849056603774,
+    "test_acc": 0.7666666666666667,
+    "train_size": 77,
+    "val_size": 53,
+    "test_size": 180,
+    "stats": {
+        "mean": [
+            [
+                0.20264046623376622,
+                0.3261196974025974,
+                0.10299690753246762,
+                0.017040496636363645,
+                -0.09640795220779223,
+                0.03692924155844167
+            ]
+        ],
+        "std": [
+            [
+                1.1066380009229393,
+                1.1415960579871545,
+                1.0733819141948675,
+                1.089301161345955,
+                0.9585561559088557,
+                0.8693443253284101
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5802,
+    "cert_evals": {
+        "36": 0.6500000357627869,
+        "72": 0.5722222328186035,
+        "108": 0.47777777910232544,
+        "255": 0.20000000298023224
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wall-following/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/wall-following/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c98d137dc1be28d143dfd784116437fe9e1208ba
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wall-following/fold_0/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 60,
+    "best_val_acc": 0.7878048780487805,
+    "test_acc": 0.76619804400978,
+    "train_size": 1364,
+    "val_size": 820,
+    "test_size": 3272,
+    "stats": {
+        "mean": [
+            [
+                -0.005686892404692003,
+                0.022638621533284334,
+                0.0029726543621700742,
+                -0.007766223049853293,
+                -0.008952794454545568,
+                0.009051411851906211,
+                0.004111615835777271,
+                0.054535739948680446,
+                0.01721141257331339,
+                -0.00017557098093850144,
+                -0.0030259690689149518,
+                -0.015323145063782956,
+                0.004263515249266924,
+                0.013408757045454725,
+                -0.0019448981744868829,
+                0.0003941872595307252,
+                -0.023833700213343096,
+                -0.0418792441422289,
+                -0.01742122004472146,
+                -0.01653938162023472,
+                0.004910744486803571,
+                0.04303871550586514,
+                -0.015449803416422289,
+                -0.003778200753665663
+            ]
+        ],
+        "std": [
+            [
+                0.9538903586600096,
+                1.0100879107934733,
+                1.0049069273556643,
+                0.9922954720481119,
+                0.9870136651293122,
+                0.990779450218937,
+                0.997732207974109,
+                1.0249084242333972,
+                1.0039227101782235,
+                0.9840871960957936,
+                0.9963448823117925,
+                0.9855998980612843,
+                1.0024509972558129,
+                1.0025416545074122,
+                0.9881545916458445,
+                1.0165283990308178,
+                0.9738216818182036,
+                0.9275548118344852,
+                0.9839704565560611,
+                0.9728388862456517,
+                1.0184938963953918,
+                1.0303474329203226,
+                0.9612235203553664,
+                0.9816909108470405
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 24203,
+    "cert_evals": {
+        "36": 0.6787897348403931,
+        "72": 0.584046483039856,
+        "108": 0.4923594295978546,
+        "255": 0.1757335066795349
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wall-following/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/wall-following/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c995704bbbeddad23b5934f95370c73df3adc773
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wall-following/fold_1/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 38,
+    "best_val_acc": 0.7446808510638298,
+    "test_acc": 0.7446097783176435,
+    "train_size": 1364,
+    "val_size": 799,
+    "test_size": 3293,
+    "stats": {
+        "mean": [
+            [
+                -0.02975309696847506,
+                0.005558309164222893,
+                0.004718745812316816,
+                -0.020307799296187545,
+                -0.007320344633431353,
+                -0.028494500266862125,
+                -0.024019284164222755,
+                0.009570253951612977,
+                0.01097609736070351,
+                -0.00032918113929638346,
+                0.032141068781524784,
+                0.02072696681818175,
+                0.02201199852639303,
+                0.02843859972873922,
+                -0.010288174340176055,
+                -0.0025629487653958533,
+                0.014673984588709695,
+                -0.0024179095725806485,
+                0.011989980659823955,
+                0.014437480175952963,
+                0.010780398057038091,
+                -0.02107569172287382,
+                0.018757813350439904,
+                -0.03195081329985328
+            ]
+        ],
+        "std": [
+            [
+                0.945216136192205,
+                0.9992147601024853,
+                1.0013950133535414,
+                1.0070090886620435,
+                1.0100405651888793,
+                1.0035220275618202,
+                1.0076868559644707,
+                1.0146043586860587,
+                1.0036702207634716,
+                1.0020409725295103,
+                1.0195319569843622,
+                1.018330702441904,
+                1.0188371291097438,
+                1.0099651693219551,
+                0.9929137513000473,
+                0.9893773454929811,
+                1.0312952518146736,
+                0.9850531254011928,
+                0.9991545369015657,
+                1.024970910904686,
+                1.0211398104956508,
+                0.9811793320532708,
+                1.0213393023608297,
+                0.9709259568406406
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 24203,
+    "cert_evals": {
+        "36": 0.6674764752388,
+        "72": 0.5763741135597229,
+        "108": 0.46735498309135437,
+        "255": 0.1573033630847931
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wall-following/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/wall-following/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b47d35f0d22823c901104ec2bfc886a185af3c9
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wall-following/fold_2/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.7776456599286563,
+    "test_acc": 0.758535835127653,
+    "train_size": 1364,
+    "val_size": 841,
+    "test_size": 3251,
+    "stats": {
+        "mean": [
+            [
+                0.01872266574486808,
+                0.006327694957038103,
+                -0.07104427478152507,
+                -0.011521076319648046,
+                -0.004222936934017776,
+                -0.012975204868035104,
+                -0.01602920872434,
+                0.018177438951613122,
+                0.001741687587976442,
+                0.026653914322580085,
+                0.006544868966275523,
+                -0.0006487189816715815,
+                -0.006107012813782889,
+                -0.017521736390762342,
+                -0.02309750486070397,
+                0.015360951164222853,
+                -0.05447749436730212,
+                0.011644383885630553,
+                -0.005685932580645217,
+                0.033520921312316744,
+                0.015700824787390003,
+                0.00464063532258066,
+                -0.007768450139296197,
+                -0.01706286590102635
+            ]
+        ],
+        "std": [
+            [
+                1.0075883148093572,
+                0.9956149685197124,
+                0.9336114810272496,
+                1.0053964412297443,
+                1.0037906536892414,
+                0.9889864422444196,
+                0.993232391245941,
+                1.0033346943820691,
+                1.0019335251023536,
+                1.015228028452373,
+                1.0184871692443849,
+                0.9950347742751352,
+                1.001225456339628,
+                0.9911991075823401,
+                0.9891922963313015,
+                1.020897686359133,
+                0.9021478154164623,
+                1.027059313060404,
+                0.9920589942567254,
+                1.037458331459377,
+                1.0154700216289818,
+                1.0017979731537894,
+                0.9794245346392066,
+                0.9721130758506005
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 24203,
+    "cert_evals": {
+        "36": 0.6896339654922485,
+        "72": 0.6056597828865051,
+        "108": 0.5133804678916931,
+        "255": 0.16794832050800323
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wall-following/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/wall-following/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dbc21eb46047c9194952d29747ee02f1f68b3183
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wall-following/fold_3/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.7803398058252428,
+    "test_acc": 0.7652998776009792,
+    "train_size": 1364,
+    "val_size": 824,
+    "test_size": 3268,
+    "stats": {
+        "mean": [
+            [
+                0.02031997529545452,
+                -0.033795195992888556,
+                -0.02352743731011721,
+                0.01124182900293254,
+                -0.01151259605278599,
+                -0.015031226107038104,
+                0.03267076282991228,
+                0.0279429813196483,
+                -0.007205795674486686,
+                -0.0060127819017595785,
+                0.01344909527859221,
+                0.01992942824853357,
+                -0.01951502722360692,
+                -0.029693211412756465,
+                -0.009494099098240562,
+                -0.01795489370381231,
+                0.010101200832844593,
+                -0.0059742676495601315,
+                -0.017900947921847564,
+                -0.021026184816715806,
+                0.016916847096700823,
+                -0.0052597014662755836,
+                0.032237512456011766,
+                0.007093840727272726
+            ]
+        ],
+        "std": [
+            [
+                1.0112945026202158,
+                0.970221558754097,
+                0.9823204142944053,
+                1.0136980604051529,
+                0.982757495735732,
+                0.9808366104043786,
+                1.001324458975229,
+                1.0152847209982614,
+                0.9908830298302452,
+                0.9932341203049162,
+                1.0097191496904292,
+                1.0252804409457419,
+                0.9852042484069533,
+                0.992545202932286,
+                0.9901306066571973,
+                0.9793681779580009,
+                0.9956413121371739,
+                0.9901468286266072,
+                0.9701309779282022,
+                0.9725832802282708,
+                1.0307338552882614,
+                0.991132554001173,
+                1.0343162251093825,
+                0.9974059438112418
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 24203,
+    "cert_evals": {
+        "36": 0.6756426095962524,
+        "72": 0.5716034173965454,
+        "108": 0.4697062373161316,
+        "255": 0.19645042717456818
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d82816c7c212f8f29688683eeb1a95ce0fb22d45
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_0/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.8728923476005188,
+    "test_acc": 0.8583417254112118,
+    "train_size": 1250,
+    "val_size": 771,
+    "test_size": 2979,
+    "stats": {
+        "mean": [
+            [
+                0.04109552382399996,
+                -0.007068212280000003,
+                0.014182510261599956,
+                0.0026211762400000084,
+                0.014018176879999957,
+                0.02370059650560003,
+                0.004374500936000023,
+                -0.0038294597343999904,
+                -0.014804110096000014,
+                0.00045386584799994817,
+                -0.010192400336000008,
+                -0.01903542342399992,
+                -0.010784385815999982,
+                -0.005200951027200047,
+                -0.002328150511999989,
+                0.014533825215999989,
+                0.007865440576000029,
+                -0.025042890535999954,
+                -0.005855280768000005,
+                0.010768292656000005,
+                -0.029557043135999994,
+                0.02497473343199999,
+                0.0059397922879999695,
+                0.02985397081600005,
+                0.034868211864000014,
+                -0.03436343556000003,
+                0.022563571339200006,
+                0.013530936152000026,
+                0.006182852718399999,
+                0.02533174106799999,
+                -0.023453127760000032,
+                -0.012310209543200052,
+                0.023519454263999984,
+                -0.010153050279999989,
+                0.015502481212800007,
+                0.010150338703999973,
+                0.0053944454240000125,
+                -0.0034366949536000007,
+                -0.005722000272000003,
+                0.007498833936000044
+            ]
+        ],
+        "std": [
+            [
+                1.0036717936871953,
+                1.0115164152393803,
+                1.0267935868392655,
+                1.0141719003383043,
+                1.0034317001981041,
+                0.9959239723426369,
+                0.9939861987845015,
+                1.0288633031133263,
+                1.0043429776096469,
+                0.9779096908533591,
+                1.0249129338514036,
+                1.0084484801657798,
+                1.0020500717103944,
+                1.026928437823279,
+                1.009036128138247,
+                1.0055555854598206,
+                0.9775356004635903,
+                1.0198250392925892,
+                0.9777825735121067,
+                0.9997432850888442,
+                1.0057789366361842,
+                1.0008832746108618,
+                0.9887462327692325,
+                0.9949832502604571,
+                0.9939865250881332,
+                0.9973380026834073,
+                0.977390812504474,
+                0.998438673003916,
+                0.9765375704247188,
+                1.0137678154638436,
+                0.9930247910455883,
+                1.0298745659129236,
+                0.9839097409542001,
+                0.991922743066992,
+                1.0070087822831295,
+                0.9876272290873123,
+                1.0098641388551413,
+                1.0215112956805443,
+                1.0133094868761658,
+                0.98802284916221
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 93322,
+    "cert_evals": {
+        "36": 0.8049681186676025,
+        "72": 0.7512587904930115,
+        "108": 0.6844578981399536,
+        "255": 0.38469284772872925
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fda6f94cc04d79ba6b5127acd78012a1c3b9dcb6
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_1/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.8748370273794003,
+    "test_acc": 0.8695943680858197,
+    "train_size": 1250,
+    "val_size": 767,
+    "test_size": 2983,
+    "stats": {
+        "mean": [
+            [
+                0.044322997631999955,
+                0.029345537880000067,
+                -0.011366358759840026,
+                -0.0005867047360000063,
+                -0.006665745688000015,
+                -0.006024195060800007,
+                -0.013584043487999992,
+                -0.024554553948799986,
+                0.01623729534400002,
+                -0.007884222439999988,
+                0.0019230570479999735,
+                -0.02265010408799999,
+                0.007417331240000002,
+                -0.002911046979200009,
+                0.020059001183999964,
+                0.01574975624800002,
+                0.02813207348000001,
+                0.004678202063999986,
+                0.028763643272000018,
+                0.018513851640000002,
+                0.0358815304,
+                0.028113823255999978,
+                -0.00718522141599999,
+                -0.006245005135999949,
+                0.011452240719999996,
+                -0.039296166616000015,
+                0.013289260721600025,
+                -0.003815815991999974,
+                -0.001233308884800033,
+                0.0033645557719999956,
+                0.02454588116,
+                0.010769942833599997,
+                0.008991375496000034,
+                -0.012577069439999996,
+                0.051492131759200026,
+                0.009570444000000011,
+                0.022488379120000006,
+                -0.00477033891360003,
+                -0.009759721552000007,
+                0.0046987019359999846
+            ]
+        ],
+        "std": [
+            [
+                0.9680395488640641,
+                0.9731934131975439,
+                1.0256129853497884,
+                1.0016500605542749,
+                0.9832741110357304,
+                1.0155722609031699,
+                1.0177266822426836,
+                1.0012352994664209,
+                1.0017870547556,
+                0.9825996623950224,
+                1.0116415424885532,
+                1.0008713618877405,
+                1.004966285943376,
+                0.991554206326663,
+                1.0098780435455994,
+                1.0036202953348388,
+                0.9885930770833588,
+                1.000767817574134,
+                0.9955550387843519,
+                1.0082268705074462,
+                0.9951019252067327,
+                0.9944184018582543,
+                1.0206633343240308,
+                1.0149218534426545,
+                0.9851575763005246,
+                0.9922537027672286,
+                1.0164765099719621,
+                1.0106305279893444,
+                1.006251693120508,
+                0.9864167800458236,
+                1.0043559273464866,
+                0.9969845117753792,
+                0.99621846666241,
+                1.0281731534980536,
+                0.9986967919798584,
+                0.9696604033255324,
+                0.9966142799032668,
+                0.9849892430729312,
+                1.0057643181118128,
+                1.0029305279401282
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 93322,
+    "cert_evals": {
+        "36": 0.8233322501182556,
+        "72": 0.7626550793647766,
+        "108": 0.695273220539093,
+        "255": 0.38283607363700867
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6884aae9476b1a85415ba4f108ae1bb084227621
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_2/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 42,
+    "best_val_acc": 0.8628808864265928,
+    "test_acc": 0.8619550858652576,
+    "train_size": 1250,
+    "val_size": 722,
+    "test_size": 3028,
+    "stats": {
+        "mean": [
+            [
+                0.014308189376000027,
+                0.028783297960000027,
+                0.03795345253087996,
+                0.013117279295999998,
+                0.032089058063999955,
+                0.012632187806400005,
+                0.018484099464000054,
+                0.009576141620799988,
+                0.036987581783999995,
+                -0.006325697687999988,
+                -0.02381616588800001,
+                -0.008374505503999985,
+                -0.04596340019200004,
+                -0.03257486172959995,
+                -0.021728262640000023,
+                -0.019410886679999996,
+                -0.04224714851999999,
+                -0.02175625772000002,
+                -0.0017738945599999954,
+                0.006572127119999979,
+                0.015226716143999997,
+                -0.002422181303999986,
+                -0.025979705407999994,
+                0.022093594352000027,
+                0.03834592470399997,
+                -0.009863329287999975,
+                0.020212545147199973,
+                0.0037560529200000177,
+                0.03646794663519996,
+                -0.018870360144,
+                -0.011957785879999988,
+                0.016431144787999986,
+                0.014396109119999995,
+                0.008498349159999984,
+                0.012689327942400006,
+                -0.00249464457599998,
+                -0.022068862224000004,
+                -0.0005122236512000032,
+                0.008362260016000047,
+                -0.02581517636800003
+            ]
+        ],
+        "std": [
+            [
+                1.0188927880817935,
+                0.9988893028885985,
+                1.0203039986619837,
+                1.0176161206264251,
+                1.0298233594756412,
+                1.032613885870231,
+                1.0145448604818694,
+                1.0020618139895976,
+                0.9933894833504273,
+                0.9801525816452665,
+                0.9828864827428538,
+                1.0084878782151452,
+                1.0036037092630097,
+                0.9753885414870564,
+                1.015306973575768,
+                0.9941278153766206,
+                0.9825139145564932,
+                0.9962329520442799,
+                0.9688294278798073,
+                0.98310050706914,
+                0.9843726349902746,
+                0.9830497457267643,
+                1.019877833578896,
+                1.0231451225251817,
+                0.9901755816567956,
+                0.9958326894928737,
+                1.032928859241582,
+                0.9924515511719896,
+                0.9749189762682579,
+                1.0285239667561281,
+                1.002192158381019,
+                0.9935329644391413,
+                1.0052344609016668,
+                1.0064075388331128,
+                1.0160814777549847,
+                0.9845645364365565,
+                0.9925488055513885,
+                1.0072044814714247,
+                1.0303878632271122,
+                0.9885231209627763
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 93322,
+    "cert_evals": {
+        "36": 0.8143989443778992,
+        "72": 0.7599075436592102,
+        "108": 0.7040951251983643,
+        "255": 0.40852048993110657
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fc248d9f36695dc69d7d811a8bbe0656a9ceaae
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/waveform-noise/fold_3/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.8821192052980132,
+    "test_acc": 0.8557595993322203,
+    "train_size": 1250,
+    "val_size": 755,
+    "test_size": 2995,
+    "stats": {
+        "mean": [
+            [
+                -0.036278040016000025,
+                0.00810417363999999,
+                0.0013843179736000206,
+                -0.0018023679760000122,
+                -0.005956154304000002,
+                0.025961240582400028,
+                0.010167898040000027,
+                0.01906255140800001,
+                -0.02535409856000002,
+                0.013357130255999999,
+                -0.007777053167999971,
+                0.007395055352000006,
+                -0.009246732704000024,
+                0.000417141663999981,
+                -0.012846879495999965,
+                -0.011422848472000015,
+                -0.02694291900799997,
+                -0.010714078007999981,
+                -0.017699573224000033,
+                0.006549602159999982,
+                0.02394824680000007,
+                -0.027398905735999915,
+                -0.006791929848000011,
+                0.016008580479999996,
+                0.04892266430400006,
+                0.035720964879999914,
+                0.03039491798320002,
+                0.0066352822719999895,
+                -0.02569047550079999,
+                0.01171173369999999,
+                0.022736661080000005,
+                -0.02455200705200002,
+                0.03534526224799999,
+                0.039964129560000006,
+                0.04194475229440003,
+                0.012341044367999982,
+                0.04449289257600006,
+                0.05609793443199992,
+                0.037631368336000094,
+                -0.0013801063520000427
+            ]
+        ],
+        "std": [
+            [
+                0.9967186390712067,
+                1.0046232169850224,
+                0.9740084152266493,
+                0.9826095647211786,
+                0.9807015091355339,
+                0.9903924974929869,
+                0.9994986310830332,
+                0.999954070658992,
+                1.0016268406564945,
+                1.0082593311694388,
+                1.0031753015138711,
+                1.0033236672468044,
+                0.987229114309021,
+                1.0132234933998234,
+                0.9873167353551544,
+                0.983479654201213,
+                1.011117373386074,
+                1.0372041491820654,
+                0.9890339764711912,
+                0.9663488793448463,
+                1.0078666660648328,
+                0.9894244150573558,
+                1.0015699231644122,
+                1.0021673571075749,
+                0.98850640710336,
+                1.0232697675089457,
+                1.0136787449302005,
+                1.0052546165431762,
+                0.9928535231583258,
+                0.9947831559397796,
+                0.9947379135130683,
+                0.968921467398204,
+                1.0158922450868932,
+                0.9723954832645065,
+                0.9861131949259808,
+                1.0009190287109688,
+                0.9931377428957798,
+                1.0140326666524644,
+                0.9958387641879904,
+                0.9761305424003285
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 93322,
+    "cert_evals": {
+        "36": 0.8063439130783081,
+        "72": 0.7469115257263184,
+        "108": 0.6864774823188782,
+        "255": 0.4126878082752228
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/waveform/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/waveform/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6d1533a6edb5726fa779f70319fcfd99ff83f40
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/waveform/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8865435356200527,
+    "test_acc": 0.8529411764705882,
+    "train_size": 1250,
+    "val_size": 758,
+    "test_size": 2992,
+    "stats": {
+        "mean": [
+            [
+                0.020179633495999987,
+                0.011963990736,
+                -0.033601846864,
+                -0.041786463160000016,
+                -0.03154164217599994,
+                -0.040098393640000014,
+                -0.043940430239999995,
+                -0.03151536300719995,
+                -0.036418570040000015,
+                0.043107926798400066,
+                0.03738288511999999,
+                -0.0024740305919999984,
+                0.03243670563199995,
+                0.011112976024000014,
+                0.03951120671200011,
+                0.0219850811552,
+                0.028168458383999943,
+                0.06235075759679998,
+                0.020069774392,
+                0.007039422583999985,
+                -0.02925996517600002
+            ]
+        ],
+        "std": [
+            [
+                0.9901799387654557,
+                1.0306402386317552,
+                0.9708771794256926,
+                0.9608246419787663,
+                1.0044852476869415,
+                0.9877134023221446,
+                0.9749943080882616,
+                1.0123255354438774,
+                0.986958011185208,
+                1.0005937342506195,
+                0.9789827068743525,
+                1.0033150982759136,
+                0.9538985981244916,
+                1.006689675325801,
+                0.9956488213117433,
+                1.001823072865656,
+                0.9921420818481883,
+                0.9865005595269615,
+                1.0350777753049674,
+                1.0160784990711804,
+                0.9870983405424562
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 23754,
+    "cert_evals": {
+        "36": 0.8054813146591187,
+        "72": 0.760026752948761,
+        "108": 0.6915107369422913,
+        "255": 0.39939841628074646
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/waveform/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/waveform/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e3a9b8641e2fd052548cb57f33a8243fdb14e15
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/waveform/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.8841961852861036,
+    "test_acc": 0.8693633952254642,
+    "train_size": 1250,
+    "val_size": 734,
+    "test_size": 3016,
+    "stats": {
+        "mean": [
+            [
+                0.010216515320000044,
+                -0.04063758078400007,
+                0.025120129951999963,
+                -0.025077058975999964,
+                0.003169892232000061,
+                -0.01685490820000002,
+                -0.011714589596800004,
+                -0.03299081049600003,
+                -0.01699664363999998,
+                -0.018953863726399994,
+                -0.010869116344000016,
+                0.041914844448000185,
+                -0.01596277459040001,
+                0.012558276106399974,
+                0.026120965832000048,
+                0.03314989547359999,
+                0.03347167229600001,
+                0.023257175787200043,
+                0.017851450192000014,
+                -0.004257698511999955,
+                -0.04945521833600015
+            ]
+        ],
+        "std": [
+            [
+                1.0013552490719653,
+                0.9855864106795154,
+                0.9729457372221003,
+                0.9924096158327768,
+                1.0128588967374343,
+                1.0016694374565032,
+                1.0094886119500357,
+                1.0100863354319733,
+                1.0019192663797813,
+                0.9946338222875807,
+                0.999064791075417,
+                1.0101141099838185,
+                0.9759008425547311,
+                1.0113866649689796,
+                1.0124143691513183,
+                1.0133948233035053,
+                1.0110196515539809,
+                1.0206255456252598,
+                1.0155072750087655,
+                0.9949826852691384,
+                0.9838169172120375
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 23754,
+    "cert_evals": {
+        "36": 0.8246021270751953,
+        "72": 0.7705569863319397,
+        "108": 0.7055702805519104,
+        "255": 0.39920422434806824
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/waveform/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/waveform/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..29a1d0df0589e8e5b8e8ab959f575aa729762e3f
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/waveform/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.8756684491978609,
+    "test_acc": 0.8740839440373085,
+    "train_size": 1250,
+    "val_size": 748,
+    "test_size": 3002,
+    "stats": {
+        "mean": [
+            [
+                0.007048574136000094,
+                -0.015209897391999988,
+                0.011429607696000007,
+                -0.03273079147199999,
+                -0.023185516656000008,
+                0.003389837535999984,
+                0.0013940158719999971,
+                -0.00547288197039998,
+                0.006071109367999992,
+                0.005879158908799994,
+                0.032166854647999996,
+                0.005692848927999994,
+                0.022531058751999993,
+                0.009790249777599982,
+                0.0040757011359999935,
+                0.030061611308799984,
+                0.029284791384000003,
+                0.02420849601600001,
+                0.014083066104000005,
+                0.02953013189600018,
+                -0.004491209880000014
+            ]
+        ],
+        "std": [
+            [
+                0.9996125618988059,
+                0.9720078266135495,
+                1.0135851933941078,
+                1.0319065276512462,
+                0.9931170056559575,
+                0.9993639751369633,
+                0.9853632660237902,
+                0.9995807541677071,
+                1.0238743231650074,
+                0.9969840482557133,
+                0.9979292933830571,
+                1.0142743499688514,
+                1.001427080201001,
+                0.9998997970203162,
+                1.0142762186668912,
+                1.0117340691797234,
+                1.0099181268245983,
+                1.0006047030346061,
+                0.9985746890321932,
+                1.0069732844455408,
+                1.0040803599543435
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 23754,
+    "cert_evals": {
+        "36": 0.8274483680725098,
+        "72": 0.7698201537132263,
+        "108": 0.7038640975952148,
+        "255": 0.4137241840362549
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/waveform/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/waveform/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..44b8b92b2234a4f20c768fe74e4b1d16967dc67d
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/waveform/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.8700410396716827,
+    "test_acc": 0.8711493872143093,
+    "train_size": 1250,
+    "val_size": 731,
+    "test_size": 3019,
+    "stats": {
+        "mean": [
+            [
+                -0.009131498528000003,
+                -0.0039044835359999803,
+                0.07005067444800003,
+                -0.010843439071999996,
+                0.006077575768000002,
+                -0.013402124615999992,
+                -0.0034755865247999887,
+                0.0036035160240000075,
+                -0.0006721240640000021,
+                -0.006537375988799971,
+                -0.015753593288000012,
+                0.013293681728000002,
+                -0.011138352720000024,
+                -0.025798392399999908,
+                0.0029978399759999904,
+                0.017920257033599982,
+                -0.008153607000000004,
+                0.01568651420000006,
+                -0.051382837735999956,
+                0.005123328096000027,
+                0.025813726736000034
+            ]
+        ],
+        "std": [
+            [
+                1.0018392101812919,
+                1.0020859314875776,
+                1.0033561958769905,
+                0.9975363296716959,
+                0.9849899598871443,
+                0.9756730653513883,
+                0.993760630561838,
+                0.9861757179284345,
+                1.0000258312156731,
+                1.0000825386418444,
+                0.99177201535984,
+                1.0234277089306048,
+                1.0159176275153121,
+                0.9839459155591159,
+                0.9943404985027471,
+                1.0116349239455822,
+                1.0052044277000671,
+                0.9841510621883656,
+                1.0190638151002673,
+                0.9952041186962591,
+                1.0328002659610966
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 23754,
+    "cert_evals": {
+        "36": 0.8227889537811279,
+        "72": 0.7618416547775269,
+        "108": 0.7018880248069763,
+        "255": 0.41603177785873413
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..78a5bee050b64ae1fd43af678f6703cb9ca98b44
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_0/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 68,
+    "best_val_acc": 0.48148148148148145,
+    "test_acc": 0.4393305439330544,
+    "train_size": 400,
+    "val_size": 243,
+    "test_size": 956,
+    "stats": {
+        "mean": [
+            [
+                -0.02693017225000001,
+                -0.010865180249999969,
+                0.01090508905000014,
+                0.028862860500000035,
+                -0.005716316749999986,
+                -0.0022627200000000882,
+                -0.008672537749999942,
+                0.0023822675999998814,
+                0.03910194012499996,
+                -0.003237799000000088,
+                -0.015897374500000026
+            ]
+        ],
+        "std": [
+            [
+                0.9743049425383958,
+                1.0208202037213217,
+                1.0045213439257272,
+                1.0312615683961275,
+                0.9360785088397681,
+                1.0135085097778138,
+                1.054760065228032,
+                0.9991490231742983,
+                0.9910168624962105,
+                0.9560724374897602,
+                1.0224479021869215
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 6221,
+    "cert_evals": {
+        "36": 0.321129709482193,
+        "72": 0.2238493710756302,
+        "108": 0.16213388741016388,
+        "255": 0.032426778227090836
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1954518eec71f31dfe1d91b4efcb6d186112a59
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_1/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 77,
+    "best_val_acc": 0.3686440677966102,
+    "test_acc": 0.38317757009345793,
+    "train_size": 400,
+    "val_size": 236,
+    "test_size": 963,
+    "stats": {
+        "mean": [
+            [
+                0.013418094749999616,
+                -0.03892854174999997,
+                0.03785578170000011,
+                0.030990686500000093,
+                0.03390959879999997,
+                -0.02747751350000006,
+                0.024918823500000065,
+                -0.0024924809250000362,
+                -0.023241676749999992,
+                0.00015447274999999162,
+                0.017258733749999842
+            ]
+        ],
+        "std": [
+            [
+                1.0484699134032194,
+                0.9803949233513032,
+                1.0076892023564636,
+                1.0290250752162338,
+                1.1997081630921285,
+                0.9489970021589998,
+                1.0263878594773712,
+                1.03076931004531,
+                0.9684548723090626,
+                0.9627052256819137,
+                0.9972530011672733
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 6221,
+    "cert_evals": {
+        "36": 0.2637591063976288,
+        "72": 0.18276220560073853,
+        "108": 0.1266874372959137,
+        "255": 0.034267913550138474
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..78eb132720cd99b446a1f9197f66a89f6e5c25a4
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_2/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 69,
+    "best_val_acc": 0.45188284518828453,
+    "test_acc": 0.38645833333333335,
+    "train_size": 400,
+    "val_size": 239,
+    "test_size": 960,
+    "stats": {
+        "mean": [
+            [
+                -0.0013715520000001779,
+                -0.035088978500000055,
+                0.06416455662500034,
+                -0.006156608600000014,
+                0.0926046769,
+                -0.01361536200000002,
+                -0.007988503499999982,
+                0.019787725674999798,
+                -0.030528630750000167,
+                0.09543056175000009,
+                -0.01609288975000005
+            ]
+        ],
+        "std": [
+            [
+                0.9829420987934913,
+                0.9707586864617593,
+                1.0018786547407759,
+                0.964170646447104,
+                1.218209093004271,
+                0.993770255551407,
+                0.9825900214132555,
+                0.9579306637091782,
+                1.0278450401756267,
+                1.103602348070479,
+                1.019972708382203
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 6221,
+    "cert_evals": {
+        "36": 0.2822916805744171,
+        "72": 0.21770834922790527,
+        "108": 0.16354167461395264,
+        "255": 0.03333333507180214
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcf796b7c24c26f559aeaff5a7617887a7312715
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine-quality-red/fold_3/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 45,
+    "best_val_acc": 0.44166666666666665,
+    "test_acc": 0.4681960375391032,
+    "train_size": 400,
+    "val_size": 240,
+    "test_size": 959,
+    "stats": {
+        "mean": [
+            [
+                -0.024919883000000052,
+                0.11828172599999993,
+                -0.10639385059999999,
+                0.09154341099999996,
+                -0.0404553217,
+                0.02593951999999995,
+                -0.03595611450000001,
+                0.029616401199999934,
+                0.04752242037499988,
+                -0.06532982275000002,
+                -0.002994586000000021
+            ]
+        ],
+        "std": [
+            [
+                1.0557689652662066,
+                1.036986432681799,
+                0.9776537301766356,
+                1.148436386560584,
+                0.6942596510748834,
+                1.0910930117650621,
+                0.9332303748474275,
+                0.9830858412290316,
+                0.9796850899079309,
+                0.8673250562614796,
+                1.0016840683328132
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 6221,
+    "cert_evals": {
+        "36": 0.3482794463634491,
+        "72": 0.2200208604335785,
+        "108": 0.13347236812114716,
+        "255": 0.006256517022848129
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e47d7353829ae15b0b5438a24df8289c55db889c
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_0/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 51,
+    "best_val_acc": 0.3333333333333333,
+    "test_acc": 0.33991153453555634,
+    "train_size": 1224,
+    "val_size": 735,
+    "test_size": 2939,
+    "stats": {
+        "mean": [
+            [
+                -0.0032048589052286994,
+                -0.028953991503268075,
+                -0.009521662091503368,
+                -0.033446381021241915,
+                -0.021216290767973777,
+                0.0013643637254901876,
+                -0.019732506176470634,
+                -0.0385083221609477,
+                -0.012002372222222163,
+                -0.05735950201797371,
+                0.02225335972222248
+            ]
+        ],
+        "std": [
+            [
+                1.023683347421332,
+                0.9447226597106944,
+                0.9620105291208404,
+                0.9658980402573037,
+                0.9263448142152314,
+                0.9948440839445967,
+                0.9740337269720393,
+                0.9614465411758055,
+                1.0172641404349574,
+                0.9821399823923815,
+                0.9957833992600652
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 6254,
+    "cert_evals": {
+        "36": 0.22660768032073975,
+        "72": 0.1272541582584381,
+        "108": 0.059884313493967056,
+        "255": 0.006805035285651684
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..14925e651085b355d77888035db4fcde61c966cd
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_1/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.34143049932523617,
+    "test_acc": 0.30992158199795433,
+    "train_size": 1224,
+    "val_size": 741,
+    "test_size": 2933,
+    "stats": {
+        "mean": [
+            [
+                -0.017049376225490367,
+                0.014491614133986936,
+                0.008908331290849619,
+                0.010737108415032604,
+                0.04067164330065363,
+                0.0329015589869281,
+                -0.002488432352941375,
+                0.006007091343954325,
+                -0.021524885539215638,
+                0.0011987277042483457,
+                -0.014868995751633802
+            ]
+        ],
+        "std": [
+            [
+                1.0062718660617844,
+                0.9894618025720731,
+                1.0916182332376316,
+                0.9825566386411965,
+                1.1470818763060382,
+                1.0937605281552916,
+                0.9895690762781538,
+                0.9664685559760209,
+                0.9624746400083976,
+                0.9868208733792134,
+                0.99380448190184
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 6254,
+    "cert_evals": {
+        "36": 0.19161267578601837,
+        "72": 0.11592225730419159,
+        "108": 0.07228093594312668,
+        "255": 0.001704739173874259
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9cedb4f51421aac207cd21af2169f086ae542ee
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_2/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.3393103448275862,
+    "test_acc": 0.31061376737877244,
+    "train_size": 1224,
+    "val_size": 725,
+    "test_size": 2949,
+    "stats": {
+        "mean": [
+            [
+                -0.008771757843137384,
+                -0.004596860539215801,
+                0.008705725245097917,
+                -0.034847791446078476,
+                -0.030826640032679757,
+                -0.01616954820261436,
+                -0.03943745302287589,
+                -0.040444966319444435,
+                0.02927997336601328,
+                0.006854076119281012,
+                0.030744455310457264
+            ]
+        ],
+        "std": [
+            [
+                1.0204079506641692,
+                1.0029139391565418,
+                1.0078310341851806,
+                0.9854918621954571,
+                0.9449468354581222,
+                0.957020515296538,
+                0.954249288652687,
+                0.976569994872353,
+                0.9899815735473346,
+                1.008692992013154,
+                0.9893537338950328
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 6254,
+    "cert_evals": {
+        "36": 0.2258392721414566,
+        "72": 0.15191590785980225,
+        "108": 0.09426924586296082,
+        "255": 0.006781960371881723
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2bff8c9c530c3b84504c00a4360120e43142c5c1
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine-quality-white/fold_3/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.34978843441466856,
+    "test_acc": 0.35008431703204046,
+    "train_size": 1224,
+    "val_size": 709,
+    "test_size": 2965,
+    "stats": {
+        "mean": [
+            [
+                -0.022035407434640455,
+                0.006143019934640497,
+                -0.030651977777777773,
+                0.024485125988562038,
+                -0.018449098774509846,
+                -0.0018301268790849984,
+                0.008402089934640587,
+                0.008618634501633892,
+                -0.035267637908496643,
+                0.02360550346405227,
+                -0.013176123529411856
+            ]
+        ],
+        "std": [
+            [
+                1.0070335678428375,
+                0.9660388185917548,
+                0.9095987830657093,
+                0.9927445013639002,
+                0.8945149881344938,
+                0.9537849826536657,
+                1.0086544512672544,
+                0.9850628871532389,
+                0.9772491357585545,
+                0.995730526664069,
+                1.0046258178743335
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 6254,
+    "cert_evals": {
+        "36": 0.22765599191188812,
+        "72": 0.14300169050693512,
+        "108": 0.0826306939125061,
+        "255": 0.0026981451082974672
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/wine/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c917583681156ba136b4d58cf25073dd4e0a5a35
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine/fold_0/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.9705882352941176,
+    "test_acc": 0.94,
+    "train_size": 44,
+    "val_size": 34,
+    "test_size": 100,
+    "stats": {
+        "mean": [
+            [
+                -0.0032810681818182252,
+                -0.005479031818181848,
+                -0.08091575454545454,
+                0.05187518272727261,
+                -0.06624296590909094,
+                -0.007079050000000028,
+                -0.06275028018181807,
+                -0.08246524999999992,
+                0.05402081363636373,
+                0.0044511772727273136,
+                -0.04690897272727282,
+                0.09077693181818178,
+                -0.0044964045454545494
+            ]
+        ],
+        "std": [
+            [
+                0.9486079560461609,
+                0.9748783430969256,
+                0.9254167517337237,
+                0.9617928120291063,
+                0.8801585454960099,
+                0.9897338243089531,
+                0.9271822071946669,
+                0.9702762446771567,
+                0.9107960044629595,
+                1.0952735150882602,
+                0.9243353232179793,
+                0.9887201896638538,
+                0.9269494258065332
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 22730,
+    "cert_evals": {
+        "36": 0.8999999761581421,
+        "72": 0.8399999737739563,
+        "108": 0.7699999809265137,
+        "255": 0.26999998092651367
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/wine/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bcd6232a6a643d6345d066516af4c74fd34b7607
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine/fold_1/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.9259259259259259,
+    "test_acc": 0.8785046728971962,
+    "train_size": 44,
+    "val_size": 27,
+    "test_size": 107,
+    "stats": {
+        "mean": [
+            [
+                0.06530710454545458,
+                0.007947954545454524,
+                -0.18861000681818177,
+                -0.06994299681818188,
+                -0.08852099545454545,
+                0.06554911590909095,
+                0.0228023237272727,
+                -0.08063868636363627,
+                0.11120031590909094,
+                0.1451315113636364,
+                0.07976722954545465,
+                0.05492483636363638,
+                -0.04130375068181816
+            ]
+        ],
+        "std": [
+            [
+                1.1054246265200351,
+                1.022075699615381,
+                1.0101337670617143,
+                0.9836114927228263,
+                1.0039715573451675,
+                1.0160855472349155,
+                1.00168059755674,
+                0.942713932749028,
+                1.1841316940042428,
+                1.0673173131706486,
+                1.0204335593229852,
+                0.9474429014625287,
+                0.9790698019551516
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 22730,
+    "cert_evals": {
+        "36": 0.7850466966629028,
+        "72": 0.7009345293045044,
+        "108": 0.5887850522994995,
+        "255": 0.14953270554542542
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/wine/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..01071498009ae935a0bc39519bf12d6061080639
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine/fold_2/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.9655172413793104,
+    "test_acc": 0.9428571428571428,
+    "train_size": 44,
+    "val_size": 29,
+    "test_size": 105,
+    "stats": {
+        "mean": [
+            [
+                -0.0016014659090909378,
+                -0.2809373181818182,
+                -0.0013865818181818283,
+                -0.011415792727272868,
+                -0.005774513636363688,
+                0.0034522068181817842,
+                -0.09596993699999999,
+                0.061802877272727264,
+                -0.18700712727272728,
+                0.003569234090909025,
+                0.14042048863636367,
+                -0.033103909090909094,
+                -0.06411021136363641
+            ]
+        ],
+        "std": [
+            [
+                0.9298272868804931,
+                0.8250056451408178,
+                1.08551443258742,
+                1.1391522997578776,
+                1.162897463787286,
+                0.9140439887115281,
+                0.9166314532406474,
+                1.013186331346434,
+                0.9551870696183078,
+                1.1440128298039551,
+                1.0494592532907625,
+                1.0314806625541306,
+                0.958232402601652
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 22730,
+    "cert_evals": {
+        "36": 0.8952381014823914,
+        "72": 0.8285714387893677,
+        "108": 0.761904776096344,
+        "255": 0.4095238149166107
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/wine/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/wine/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b3f390c70a6f77ba88208c0efb4c13fb880f91e
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/wine/fold_3/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.9354838709677419,
+    "test_acc": 0.941747572815534,
+    "train_size": 44,
+    "val_size": 31,
+    "test_size": 103,
+    "stats": {
+        "mean": [
+            [
+                -0.0007615090909091727,
+                0.05596002272727269,
+                -0.07345953863636358,
+                -0.09784549954545461,
+                0.008546922727272678,
+                0.09278491795454552,
+                0.0448726857272727,
+                0.11476138181818184,
+                0.09094955909090909,
+                0.005921997727272779,
+                0.16726700681818205,
+                0.005308763636363668,
+                -0.08561718409090915
+            ]
+        ],
+        "std": [
+            [
+                1.007206359663615,
+                0.8850705986397225,
+                1.0706938375587134,
+                0.8864652113978174,
+                1.1440281408589326,
+                0.9372647448943219,
+                0.9191041363758027,
+                0.9830875500627535,
+                1.0190542547845243,
+                0.9888966660536255,
+                1.11752991456707,
+                0.9731773531474354,
+                0.8829161708393709
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 22730,
+    "cert_evals": {
+        "36": 0.9223300814628601,
+        "72": 0.8932039141654968,
+        "108": 0.7864077687263489,
+        "255": 0.4563106894493103
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/yeast/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/yeast/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc04d232a087ea1668f6b45c239883a63a7238c6
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/yeast/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.5283018867924528,
+    "test_acc": 0.4894561598224195,
+    "train_size": 371,
+    "val_size": 212,
+    "test_size": 901,
+    "stats": {
+        "mean": [
+            [
+                -0.0680236417412399,
+                0.0016312938814016407,
+                -0.008786120350404263,
+                -0.04364633274932616,
+                0.013936777088948886,
+                0.007389660377358629,
+                -0.024600268247978344,
+                0.05087596307277619
+            ]
+        ],
+        "std": [
+            [
+                1.027205380998011,
+                0.9953693200489844,
+                0.9507124252634552,
+                0.9691826685352211,
+                1.0679577073315545,
+                1.038674237448053,
+                0.9068718437558525,
+                1.1001821882054232
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 6161,
+    "cert_evals": {
+        "36": 0.3917869031429291,
+        "72": 0.2741398513317108,
+        "108": 0.19311876595020294,
+        "255": 0.03107658214867115
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/yeast/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/yeast/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8eccec36e4425f39a1cb5bfad7f70b974ba8c3c
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/yeast/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.4458874458874459,
+    "test_acc": 0.47619047619047616,
+    "train_size": 371,
+    "val_size": 231,
+    "test_size": 882,
+    "stats": {
+        "mean": [
+            [
+                0.08549606216172505,
+                0.03251707697035039,
+                0.04905938702964963,
+                0.04128734865229108,
+                -0.013936692183288498,
+                0.036949762803234386,
+                -0.002681268247978456,
+                0.005315634501347734
+            ]
+        ],
+        "std": [
+            [
+                0.9621845394333128,
+                0.9690282797537528,
+                0.9491603484155484,
+                1.0401770820495524,
+                0.9261376999963121,
+                1.1814628524634447,
+                0.9836755462977512,
+                0.993812117132581
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 6161,
+    "cert_evals": {
+        "36": 0.31405895948410034,
+        "72": 0.1984127014875412,
+        "108": 0.12018140405416489,
+        "255": 0.012471655383706093
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/yeast/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/yeast/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..27d299b238f40ef7f96063fbcfcccc207542b719
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/yeast/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 53,
+    "best_val_acc": 0.5207373271889401,
+    "test_acc": 0.53125,
+    "train_size": 371,
+    "val_size": 217,
+    "test_size": 896,
+    "stats": {
+        "mean": [
+            [
+                0.004417079552560633,
+                -0.0405647886981132,
+                -0.038330890598382725,
+                -0.009830160646900232,
+                -0.013936692183288395,
+                0.036949762803234296,
+                -0.01154207417789756,
+                0.005568702156334372
+            ]
+        ],
+        "std": [
+            [
+                1.0326495870955454,
+                0.9133440779524218,
+                0.9914487013412665,
+                0.9617359852499671,
+                0.9261376999963089,
+                1.181462852463445,
+                0.873907032459684,
+                0.9724601246460749
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 6161,
+    "cert_evals": {
+        "36": 0.4229910969734192,
+        "72": 0.3191964328289032,
+        "108": 0.227678582072258,
+        "255": 0.066964291036129
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/yeast/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/yeast/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a334a8d1fc1b99fd46e7b6489d4bc1920829d78
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/yeast/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.5605381165919282,
+    "test_acc": 0.547191011235955,
+    "train_size": 371,
+    "val_size": 223,
+    "test_size": 890,
+    "stats": {
+        "mean": [
+            [
+                -0.01207341391913747,
+                -0.03099437134770888,
+                -0.004743151369272138,
+                0.0033422831536388878,
+                0.013936777088948926,
+                0.007389660377358682,
+                -0.05258191859838276,
+                -0.01645215983827505
+            ]
+        ],
+        "std": [
+            [
+                1.002118550793497,
+                0.9931572183782578,
+                1.0350703782367132,
+                0.9624293574797959,
+                1.0679577073315536,
+                1.0386742374480524,
+                1.0723089145971894,
+                0.9483399576263618
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 6161,
+    "cert_evals": {
+        "36": 0.45842698216438293,
+        "72": 0.35505619645118713,
+        "108": 0.257303386926651,
+        "255": 0.06629213690757751
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/zoo/fold_0/result.json b/UCI_N6/ldlt-resnet/runs/zoo/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2fcb70ef9e485b14ed255eedcb4cdd00226216b
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/zoo/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.9285714285714286,
+    "test_acc": 0.8225806451612904,
+    "train_size": 25,
+    "val_size": 14,
+    "test_size": 62,
+    "stats": {
+        "mean": [
+            [
+                0.18968232000000004,
+                0.004943600000000055,
+                -0.04877112000000002,
+                0.06901168000000008,
+                0.005554399999999982,
+                -0.24190180000000008,
+                0.011100480000000044,
+                0.07332431999999998,
+                0.047367959999999966,
+                0.1174986,
+                0.002917720000000048,
+                -0.128498,
+                0.05823499999999993,
+                0.03965752000000001,
+                -0.025889279999999938,
+                0.0890122
+            ]
+        ],
+        "std": [
+            [
+                1.005390221359596,
+                0.9987632000000001,
+                1.0021422025080997,
+                1.0058025598467213,
+                0.9984392123352528,
+                0.8872886923159564,
+                0.9937582269928686,
+                0.97657824,
+                0.9532010403686509,
+                0.898886886807812,
+                0.9995686698918299,
+                0.864227081446769,
+                0.8401435100754158,
+                0.9719779957616784,
+                0.9655601622370106,
+                1.0025794726604769
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 23374,
+    "cert_evals": {
+        "36": 0.6774193048477173,
+        "72": 0.5322580337524414,
+        "108": 0.20967741310596466,
+        "255": 0.016129031777381897
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/zoo/fold_1/result.json b/UCI_N6/ldlt-resnet/runs/zoo/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd7ce7610f6279bd54e44aae1e3023d2a018fd58
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/zoo/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.75,
+    "test_acc": 0.859375,
+    "train_size": 25,
+    "val_size": 12,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.028691039999999952,
+                0.004943600000000057,
+                -0.048771120000000036,
+                0.06901168,
+                0.005554399999999972,
+                0.17360919999999994,
+                -0.06897883999999993,
+                -0.00805720000000001,
+                0.0473679599999999,
+                -0.07865459999999999,
+                0.0029177199999999947,
+                -0.022119,
+                0.09757803999999994,
+                -0.051376560000000016,
+                -0.26359375999999995,
+                0.24955340000000004
+            ]
+        ],
+        "std": [
+            [
+                0.9989246223251673,
+                0.9987632000000002,
+                1.0021422025080997,
+                1.0058025598467215,
+                0.998439212335253,
+                1.0312711812638613,
+                1.0001903862262094,
+                0.9967159924605201,
+                0.9532010403686509,
+                1.047171532893174,
+                0.9995686698918299,
+                0.9749796397074146,
+                1.045377756731086,
+                1.02185501364051,
+                0.5822546855736085,
+                0.9961319493678737
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 23374,
+    "cert_evals": {
+        "36": 0.8125,
+        "72": 0.703125,
+        "108": 0.609375,
+        "255": 0.25
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/zoo/fold_2/result.json b/UCI_N6/ldlt-resnet/runs/zoo/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..068665a1318a45cd39e29f38285470d88e394a10
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/zoo/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 42,
+    "best_val_acc": 0.9166666666666666,
+    "test_acc": 0.875,
+    "train_size": 25,
+    "val_size": 12,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.02869103999999997,
+                0.004943600000000048,
+                -0.04877112000000006,
+                0.06901168,
+                0.005554399999999982,
+                0.007404799999999972,
+                0.011100480000000062,
+                0.07332431999999998,
+                0.04736795999999993,
+                0.01942200000000002,
+                -0.14446064,
+                -0.022119000000000017,
+                0.09757803999999996,
+                0.03965751999999999,
+                -0.14474151999999998,
+                0.08901219999999999
+            ]
+        ],
+        "std": [
+            [
+                0.9989246223251673,
+                0.9987632000000001,
+                1.0021422025080997,
+                1.0058025598467215,
+                0.9984392123352529,
+                0.9972263999999998,
+                0.9937582269928688,
+                0.97657824,
+                0.9532010403686509,
+                0.980766,
+                0.722003562256413,
+                0.9749796397074147,
+                1.045377756731086,
+                0.9719779957616785,
+                0.8060951109136004,
+                1.0025794726604769
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 23374,
+    "cert_evals": {
+        "36": 0.859375,
+        "72": 0.859375,
+        "108": 0.796875,
+        "255": 0.515625
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt-resnet/runs/zoo/fold_3/result.json b/UCI_N6/ldlt-resnet/runs/zoo/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec89543a83849d205deeb320ab602fa492283f48
--- /dev/null
+++ b/UCI_N6/ldlt-resnet/runs/zoo/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9298245614035088,
+    "train_size": 25,
+    "val_size": 19,
+    "test_size": 57,
+    "stats": {
+        "mean": [
+            [
+                0.10918667999999991,
+                0.004943600000000039,
+                -0.04877112000000009,
+                0.06901168,
+                -0.087958,
+                -0.07569740000000007,
+                0.011100480000000062,
+                0.07332432000000001,
+                0.04736795999999993,
+                0.019421999999999984,
+                0.29767443999999993,
+                -0.022119,
+                0.05823475999999992,
+                0.03965752,
+                -0.025889279999999938,
+                0.08901219999999999
+            ]
+        ],
+        "std": [
+            [
+                1.0053902213595962,
+                0.9987632,
+                1.0021422025080997,
+                1.0058025598467215,
+                0.9351239999999998,
+                0.9691298611116264,
+                0.9937582269928686,
+                0.97657824,
+                0.9532010403686509,
+                0.980766,
+                1.3507449809969043,
+                0.9749796397074147,
+                1.007680466714654,
+                0.9719779957616784,
+                0.9655601622370106,
+                1.0025794726604769
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 23374,
+    "cert_evals": {
+        "36": 0.8771929740905762,
+        "72": 0.8070175647735596,
+        "108": 0.7368420958518982,
+        "255": 0.05263157933950424
+    }
+}
\ No newline at end of file